{"version":1,"pages":[{"id":"ZHUMMdEYU3stzrgF5Tlw","title":"LayerLens Stratix Documentation","pathname":"/","siteSpaceId":"sitesp_HAMsU","icon":"house","description":"Welcome to LayerLens Stratix documentation. Three customer-facing experiences, one platform — pick a path and ship faster."},{"id":"WC3aMWy3lx07pJMnOL0F","title":"Quickstart","pathname":"/quickstart","siteSpaceId":"sitesp_HAMsU","icon":"bolt","description":"5-minute quickstart — pick a path and ship."},{"id":"kC4L8kkBrWHiUs39Icd7","title":"Glossary","pathname":"/glossary","siteSpaceId":"sitesp_HAMsU","icon":"book-open","description":"Definitions for every Stratix term — models, evaluations, judges, scorers, traces, and more."},{"id":"ts29RxxKIj8t1PhEpyYd","title":"Search & Persona Index","pathname":"/search-index","siteSpaceId":"sitesp_HAMsU","icon":"magnifying-glass","description":"Persona and goal index — find the right page in seconds."},{"id":"7AP10HeZHFQJNsSPJSdp","title":"What is LayerLens Stratix?","pathname":"/1.-introduction/what-is-layerlens-stratix","siteSpaceId":"sitesp_HAMsU","icon":"circle-question","description":"LayerLens Stratix is the AI evaluation platform — public catalog, private workspace, and SDK.","breadcrumbs":[{"label":"1. Introduction"}]},{"id":"MmyW8PeL7X9Ew9EJrKUN","title":"Overview","pathname":"/1.-introduction/01-introduction","siteSpaceId":"sitesp_HAMsU","icon":"compass","description":"Overview of LayerLens Stratix — three experiences, the workflow spine, what's in the platform.","breadcrumbs":[{"label":"1. Introduction"}]},{"id":"qCDAS9EKdCTb9UoG6HLI","title":"Why evaluate?","pathname":"/1.-introduction/why-evaluate","siteSpaceId":"sitesp_HAMsU","icon":"chart-line","description":"Why AI teams need evaluation discipline — the cost of shipping unmeasured AI.","breadcrumbs":[{"label":"1. Introduction"}]},{"id":"OmgFTWVrbwoyktjVVQLT","title":"Personas and paths","pathname":"/1.-introduction/personas-paths","siteSpaceId":"sitesp_HAMsU","icon":"users","description":"Five personas, five paths — Builder, Operator, Researcher, Admin, Buyer.","breadcrumbs":[{"label":"1. Introduction"}]},{"id":"eUgq64V04y1wAtdYcXCu","title":"Three experiences (Public · Premium · SDK)","pathname":"/1.-introduction/three-experiences","siteSpaceId":"sitesp_HAMsU","icon":"layer-group","description":"Stratix Public, Stratix Premium, and the Python SDK — what each one is for and how they work together.","breadcrumbs":[{"label":"1. Introduction"}]},{"id":"FjwkRdnRLfrNgdwbnr8u","title":"Public vs Premium — by user intent","pathname":"/1.-introduction/public-vs-premium-by-intent","siteSpaceId":"sitesp_HAMsU","icon":"split","description":"Public vs Premium organized by user intent — Select, Build / Instrument, Observe, Evaluate, Improve, Govern.","breadcrumbs":[{"label":"1. Introduction"}]},{"id":"U3M4DODjvsVgbMdnulKb","title":"The Stratix Workflow — the six intents","pathname":"/1.-introduction/the-stratix-workflow","siteSpaceId":"sitesp_HAMsU","icon":"arrows-spin","description":"The Stratix Workflow — six stages from picking a model to governing it in production.","breadcrumbs":[{"label":"1. Introduction"}]},{"id":"PRM2ILOCxx2EitM0RMtD","title":"How Stratix compares","pathname":"/1.-introduction/how-stratix-compares","siteSpaceId":"sitesp_HAMsU","icon":"scale-balanced","description":"Stratix vs Braintrust, LangSmith, Galileo, Promptfoo, Arize — the short version.","breadcrumbs":[{"label":"1. Introduction"}]},{"id":"UwTqRkcSgrslbpxdamYi","title":"Deep comparison","pathname":"/1.-introduction/how-stratix-compares-deep","siteSpaceId":"sitesp_HAMsU","icon":"scale-balanced","description":"Stratix vs Braintrust, LangSmith, Galileo, Promptfoo, Arize — feature-by-feature comparison.","breadcrumbs":[{"label":"1. Introduction"}]},{"id":"feOUunkWzOD8tO52awvz","title":"Brand assets","pathname":"/more-in-this-section/brand-assets","siteSpaceId":"sitesp_HAMsU","icon":"palette","description":"Brand assets, product names, voice, and boilerplate for partners and press covering LayerLens Stratix.","breadcrumbs":[{"label":"More in this section"}]},{"id":"Q1bxRQ69ts4Mhs8KzFtp","title":"Schedule a demo","pathname":"/more-in-this-section/schedule-a-demo","siteSpaceId":"sitesp_HAMsU","icon":"calendar-check","description":"Book a 30-minute LayerLens Stratix walk-through, or start in the product today — for free.","breadcrumbs":[{"label":"More in this section"}]},{"id":"4mDL7RlbzrLhOsBEgEsg","title":"Trust and security","pathname":"/more-in-this-section/trust","siteSpaceId":"sitesp_HAMsU","icon":"shield-check","description":"Trust, security, and compliance posture for LayerLens Stratix — encryption, tenancy, audit, and how buyers run a security review.","breadcrumbs":[{"label":"More in this section"}]},{"id":"8gGSDs138iuAeDrgcm4K","title":"Getting started","pathname":"/2.-get-started/02-get-started","siteSpaceId":"sitesp_HAMsU","icon":"play","description":"Getting started with LayerLens Stratix — go from zero to your first evaluation, or pick the entry point that fits your role.","breadcrumbs":[{"label":"2. Get started"}]},{"id":"iioJDEvwiFw4zdsLvNpX","title":"Choose your path","pathname":"/2.-get-started/choose-your-path","siteSpaceId":"sitesp_HAMsU","icon":"signs-post","description":"Pick the Stratix entry point that fits what you're trying to do.","breadcrumbs":[{"label":"2. Get started"}]},{"id":"LrozbdAkGHHplyAhy8Gf","title":"First-day errors","pathname":"/2.-get-started/first-day-errors","siteSpaceId":"sitesp_HAMsU","icon":"triangle-exclamation","description":"First-day errors — the auth, install, and network problems most people hit on day 1, with fixes.","breadcrumbs":[{"label":"2. Get started"}]},{"id":"6PYqmCXsHcpi0rsPNBXj","title":"Stratix Public — anonymous browsing","pathname":"/2.-get-started/public","siteSpaceId":"sitesp_HAMsU","icon":"globe","description":"Stratix Public quickstart — browse, compare, test your AI without signup.","breadcrumbs":[{"label":"2. Get started"}]},{"id":"knkL9QSQIBANiZ4K7gGD","title":"Browse models","pathname":"/2.-get-started/browse-models","siteSpaceId":"sitesp_HAMsU","icon":"list","description":"Browse the public Stratix catalog of 175+ models, filter by provider, capability, and licensing.","breadcrumbs":[{"label":"2. Get started"}]},{"id":"rGyAPhr0XzOZU64ibnYK","title":"Compare two models","pathname":"/2.-get-started/compare-two-models","siteSpaceId":"sitesp_HAMsU","icon":"arrows-left-right","description":"Compare any two models head-to-head across a shared benchmark — no signup needed.","breadcrumbs":[{"label":"2. Get started"}]},{"id":"GWclIRjBoKG4aUQrCXLI","title":"Browse benchmarks","pathname":"/2.-get-started/browse-benchmarks","siteSpaceId":"sitesp_HAMsU","icon":"gauge","description":"Browse 52+ public benchmarks with descriptions, methodology, and per-model scores.","breadcrumbs":[{"label":"2. Get started"}]},{"id":"H8A6MB4f24gqQsTW3mt5","title":"Test your AI","pathname":"/2.-get-started/test-your-ai","siteSpaceId":"sitesp_HAMsU","icon":"flask","description":"Test a model on a prompt anonymously — no signup required.","breadcrumbs":[{"label":"2. Get started"}]},{"id":"zoPqH5589MtPxr7v3BOC","title":"Stratix Premium — logged-in workspace","pathname":"/2.-get-started/premium","siteSpaceId":"sitesp_HAMsU","icon":"rocket","description":"Stratix Premium quickstart — sign up, run your first evaluation, build your first judge.","breadcrumbs":[{"label":"2. Get started"}]},{"id":"xSQAk7tMfX7ySz9jQI52","title":"Sign up","pathname":"/2.-get-started/sign-up","siteSpaceId":"sitesp_HAMsU","icon":"user-plus","description":"Create a Stratix Premium account with GitHub, Google, or email — no card required for Free.","breadcrumbs":[{"label":"2. Get started"}]},{"id":"vtcgTfGFmjktKBAr7rHV","title":"Personalized onboarding","pathname":"/2.-get-started/personalized-onboarding","siteSpaceId":"sitesp_HAMsU","icon":"wand-magic-sparkles","description":"Use the Stratix Premium onboarding wizard to tailor your workspace to your role and goals.","breadcrumbs":[{"label":"2. Get started"}]},{"id":"Uc6EQRO1olmtQqYzEazF","title":"Your first evaluation","pathname":"/2.-get-started/first-evaluation","siteSpaceId":"sitesp_HAMsU","icon":"play","description":"Run your first private evaluation in Stratix Premium — pick a model, pick a dataset, see scores in minutes.","breadcrumbs":[{"label":"2. Get started"}]},{"id":"rN6Xers5ARgBB8lznpGv","title":"Your first trace","pathname":"/2.-get-started/first-trace","siteSpaceId":"sitesp_HAMsU","icon":"route","description":"Upload a trace to Stratix Premium and inspect it — see every span, every cost, every error.","breadcrumbs":[{"label":"2. Get started"}]},{"id":"DzqYfPiT9Vpib8ua9e3v","title":"Your first judge","pathname":"/2.-get-started/first-judge","siteSpaceId":"sitesp_HAMsU","icon":"gavel","description":"Build your first LLM judge in Stratix Premium — define a rubric, test it, optionally GEPA-optimize.","breadcrumbs":[{"label":"2. Get started"}]},{"id":"Hu2wOkBH4mpbbzD4ANEG","title":"SDK","pathname":"/2.-get-started/sdk","siteSpaceId":"sitesp_HAMsU","icon":"code","description":"Stratix Python SDK quickstart — install, authenticate, run an evaluation in code.","breadcrumbs":[{"label":"2. Get started"}]},{"id":"7fT17sglAgAHyPvSQ6Bi","title":"Install","pathname":"/2.-get-started/install","siteSpaceId":"sitesp_HAMsU","icon":"download","description":"Install the Stratix Python SDK from the LayerLens package registry.","breadcrumbs":[{"label":"2. Get started"}]},{"id":"VuGsPSSqiCN4lf4OAOGe","title":"First evaluation via SDK","pathname":"/2.-get-started/first-eval-via-sdk","siteSpaceId":"sitesp_HAMsU","icon":"play","description":"Run your first benchmark evaluation programmatically via the Stratix Python SDK.","breadcrumbs":[{"label":"2. Get started"}]},{"id":"AaLST5duzeHFiCp8d9oS","title":"All tutorials","pathname":"/2.-get-started/all-tutorials","siteSpaceId":"sitesp_HAMsU","icon":"graduation-cap","description":"Every Stratix tutorial — guided, end-to-end walkthroughs organized by workflow stage.","breadcrumbs":[{"label":"2. Get started"}]},{"id":"X50z0LYsh99OGCnPwB9s","title":"All cookbook recipes","pathname":"/2.-get-started/all-cookbook-recipes","siteSpaceId":"sitesp_HAMsU","icon":"book-open","description":"Every Stratix cookbook recipe — runnable snippets organized by the workflow stage they belong to.","breadcrumbs":[{"label":"2. Get started"}]},{"id":"HrlYvNXRCx1ZT9E8WOo5","title":"All guides","pathname":"/2.-get-started/all-guides","siteSpaceId":"sitesp_HAMsU","icon":"signs-post","description":"Every Stratix guide — task-oriented walkthroughs across the platform, organized by workflow stage and operational concern.","breadcrumbs":[{"label":"2. Get started"}]},{"id":"Jh9oENPsTfHF9ocXi5bY","title":"Samples (70+ runnable)","pathname":"/2.-get-started/samples-overview","siteSpaceId":"sitesp_HAMsU","icon":"book-open","description":"Stratix Python SDK samples — categorized index of the runnable samples that ship with the SDK.","breadcrumbs":[{"label":"2. Get started"}]},{"id":"gtg8OeF7g62I1BCzNnJj","title":"Run your first evaluation in 5 minutes","pathname":"/more-in-this-section-1/first-eval-5-minutes","siteSpaceId":"sitesp_HAMsU","icon":"bolt","description":"Run your first Stratix evaluation end-to-end in five minutes. One Python file, copy-paste-runnable.","breadcrumbs":[{"label":"More in this section"}]},{"id":"XgyeuxJ5yQlBwlpGHaOa","title":"Top 5 starter recipes","pathname":"/more-in-this-section-1/top-5-starter-recipes","siteSpaceId":"sitesp_HAMsU","icon":"list-ol","description":"Five starter cookbook recipes hand-picked for new Stratix users. Cover the full Build → Observe → Evaluate → Improve arc in your first week.","breadcrumbs":[{"label":"More in this section"}]},{"id":"sm8ZviyZL9LkH3U6weyW","title":"Pricing — overview","pathname":"/3.-pricing/03-pricing","siteSpaceId":"sitesp_HAMsU","icon":"tag","description":"Pricing for LayerLens Stratix — Free, Premium PAYG, Enterprise.","breadcrumbs":[{"label":"3. Pricing"}]},{"id":"oTV95TQC71fcVNyUMaJs","title":"Free tier details","pathname":"/3.-pricing/free-tier-details","siteSpaceId":"sitesp_HAMsU","icon":"gift","description":"What's in the Stratix Free tier — Stratix Public, a Premium account, and starter ECU credits.","breadcrumbs":[{"label":"3. Pricing"}]},{"id":"ZIL4NM91ggdnrXwx0hkt","title":"Premium tier details","pathname":"/3.-pricing/premium-tier-details","siteSpaceId":"sitesp_HAMsU","icon":"rocket","description":"What's in Stratix Premium PAYG — multi-org, BYOK, agentic evals, GEPA, traces, priority support.","breadcrumbs":[{"label":"3. Pricing"}]},{"id":"7FhrLLbP8h1hoWJTaCPO","title":"Enterprise tier details","pathname":"/3.-pricing/enterprise-tier-details","siteSpaceId":"sitesp_HAMsU","icon":"building-shield","description":"What's in the Stratix Enterprise tier — SSO, data residency,, dedicated CSM.","breadcrumbs":[{"label":"3. Pricing"}]},{"id":"x0QlzBrlLsLkOr42s2KQ","title":"Pricing tiers — quick overview","pathname":"/3.-pricing/pricing-tiers-overview","siteSpaceId":"sitesp_HAMsU","icon":"tag","description":"Free, Premium, Enterprise — the short version of what each tier includes.","breadcrumbs":[{"label":"3. Pricing"}]},{"id":"zvBdKDQSdTm5a4DwvOwm","title":"Use cases","pathname":"/4.1-general-use-cases/general","siteSpaceId":"sitesp_HAMsU","icon":"list-check","description":"Concrete ways teams use Stratix — model evaluation, agentic eval, RAG, CI/CD gates, continuous eval.","breadcrumbs":[{"label":"4.1 General use cases"}]},{"id":"mPDGe183RqT2ZZYt3Zp7","title":"Model evaluation","pathname":"/4.1-general-use-cases/model-evaluation","siteSpaceId":"sitesp_HAMsU","icon":"ranking-star","description":"Pick the right model for a task by running it against the right benchmark.","breadcrumbs":[{"label":"4.1 General use cases"}]},{"id":"uGgpDjfnC2fuCGj3De6J","title":"Benchmark-driven development","pathname":"/4.1-general-use-cases/benchmark-driven-development","siteSpaceId":"sitesp_HAMsU","icon":"gauge","description":"Make benchmarks a first-class signal in your dev loop — every change runs against a benchmark, every result is on the dashboard.","breadcrumbs":[{"label":"4.1 General use cases"}]},{"id":"CVzbVezgvgeZyCsTKMCQ","title":"Agentic evaluation","pathname":"/4.1-general-use-cases/agentic-evaluation","siteSpaceId":"sitesp_HAMsU","icon":"robot","description":"Pre- and post-deployment quality gates for multi-step agents — combine assertions, deterministic rules, and LLM judges.","breadcrumbs":[{"label":"4.1 General use cases"}]},{"id":"js5S3k6LIOIU7jFOMNR6","title":"Agentic evaluations — overview","pathname":"/4.1-general-use-cases/agentic-evals-overview","siteSpaceId":"sitesp_HAMsU","icon":"robot","description":"Pre- and post-deployment quality gates for multi-step AI agents — assertions, deterministic rules, and LLM judges.","breadcrumbs":[{"label":"4.1 General use cases"}]},{"id":"99eTbwYBraM8qJYumuQA","title":"Continuous evaluation","pathname":"/4.1-general-use-cases/continuous-evaluation","siteSpaceId":"sitesp_HAMsU","icon":"arrows-rotate","description":"Score live production traces on a recurring schedule — surface drift before customers do.","breadcrumbs":[{"label":"4.1 General use cases"}]},{"id":"A153NsrxUGkLQcD76JOS","title":"RAG evaluation","pathname":"/4.1-general-use-cases/rag-evaluation","siteSpaceId":"sitesp_HAMsU","icon":"file-magnifying-glass","description":"Evaluate RAG pipelines end-to-end — retrieval quality, faithfulness, and answer quality.","breadcrumbs":[{"label":"4.1 General use cases"}]},{"id":"YU9BbjoxgPBFQZl076pd","title":"AI quality gates in CI/CD","pathname":"/4.1-general-use-cases/ai-quality-gates-cicd","siteSpaceId":"sitesp_HAMsU","icon":"shield-halved","description":"Block prompt and model regressions in your merge pipeline — turn evaluations into a hard gate.","breadcrumbs":[{"label":"4.1 General use cases"}]},{"id":"wd37v89IjLX7nMD8RKD7","title":"Industry solutions","pathname":"/4.2-industry-use-cases/industry","siteSpaceId":"sitesp_HAMsU","icon":"building","description":"Stratix industry solutions — 13 verticals with scenarios, eval patterns, compliance, and runnable samples.","breadcrumbs":[{"label":"4.2 Industry use cases"}]},{"id":"tisz5P7aLR23proQFmka","title":"By AI workflow shape","pathname":"/4.2-industry-use-cases/by-workflow-shape","siteSpaceId":"sitesp_HAMsU","icon":"shapes","description":"Industry patterns indexed by AI workflow shape — RAG, agent, classification, generation, multimodal.","breadcrumbs":[{"label":"4.2 Industry use cases"}]},{"id":"0E7aXSgx38EMVgJZH0L5","title":"Healthcare","pathname":"/4.2-industry-use-cases/healthcare","siteSpaceId":"sitesp_HAMsU","icon":"hospital","description":"Healthcare AI evaluation on Stratix — clinical Q&A, triage, medical document analysis.","breadcrumbs":[{"label":"4.2 Industry use cases"}]},{"id":"zu0rOxuyiCLiseJ61uj5","title":"Pattern: clinical decision support","pathname":"/4.2-industry-use-cases/pattern","siteSpaceId":"sitesp_HAMsU","icon":"hospital","description":"Healthcare — clinical decision support pattern. Faithfulness, drug-interaction safety, reasoning soundness, audit-ready evidence.","breadcrumbs":[{"label":"4.2 Industry use cases"}]},{"id":"SPQ9CmwzZu9zNW1XJiU3","title":"Financial services","pathname":"/4.2-industry-use-cases/financial-services","siteSpaceId":"sitesp_HAMsU","icon":"building-columns","description":"Financial services AI evaluation — fraud detection, advisor chatbots, KYC.","breadcrumbs":[{"label":"4.2 Industry use cases"}]},{"id":"3l3lCjU4JmPmYCPAmDdL","title":"Pattern: fair-lending platform","pathname":"/4.2-industry-use-cases/pattern-1","siteSpaceId":"sitesp_HAMsU","icon":"building-columns","description":"Financial services — fair-lending platform pattern. Bias scorer shared across product teams, variant comparison, continuous monitoring.","breadcrumbs":[{"label":"4.2 Industry use cases"}]},{"id":"1AOQZFxT4MKxDmVDY6yX","title":"Pattern: AI research citation verification","pathname":"/4.2-industry-use-cases/pattern-2","siteSpaceId":"sitesp_HAMsU","icon":"scale-balanced","description":"Legal — AI research citation verification pattern. Citation-existence scorer, holding-accuracy judge, per-session block on unverified output.","breadcrumbs":[{"label":"4.2 Industry use cases"}]},{"id":"Lpd6idkPaMnyWVP1BtfO","title":"Insurance","pathname":"/4.2-industry-use-cases/insurance","siteSpaceId":"sitesp_HAMsU","icon":"shield","description":"Insurance AI evaluation — claims triage, policy Q&A, underwriting assistance.","breadcrumbs":[{"label":"4.2 Industry use cases"}]},{"id":"rkh1Qsy0nYICW6LuLxLA","title":"Pattern: claims-triage agent","pathname":"/4.2-industry-use-cases/pattern-3","siteSpaceId":"sitesp_HAMsU","icon":"shield","description":"Insurance — claims-triage agent pattern. Span-level escalation rule, assertions, GEPA-tuned tone judge, in one agentic evaluation.","breadcrumbs":[{"label":"4.2 Industry use cases"}]},{"id":"JtlfV9pjgfzPWktp8mIs","title":"Government and public sector","pathname":"/4.2-industry-use-cases/government-public-sector","siteSpaceId":"sitesp_HAMsU","icon":"building-flag","description":"Government and public sector AI evaluation — citizen services, document processing, eligibility.","breadcrumbs":[{"label":"4.2 Industry use cases"}]},{"id":"JgujfVW4kltsLL1EDNC7","title":"Pattern: citizen-services chatbot","pathname":"/4.2-industry-use-cases/pattern-4","siteSpaceId":"sitesp_HAMsU","icon":"building-flag","description":"Government / public sector — citizen-services chatbot pattern. Policy accuracy against versioned source-of-truth, plain-language reading-level, multilingual parity.","breadcrumbs":[{"label":"4.2 Industry use cases"}]},{"id":"WiMV5GBDXmhANtHFi0BR","title":"Retail and e-commerce","pathname":"/4.2-industry-use-cases/retail-ecommerce","siteSpaceId":"sitesp_HAMsU","icon":"cart-shopping","description":"Retail and e-commerce AI evaluation — product Q&A, customer support, recommendations.","breadcrumbs":[{"label":"4.2 Industry use cases"}]},{"id":"3R0YRQ2JtbjJ8Z1ATPFr","title":"Pattern: product description generation","pathname":"/4.2-industry-use-cases/pattern-5","siteSpaceId":"sitesp_HAMsU","icon":"cart-shopping","description":"Retail / e-commerce — product-description generation pattern. Specification accuracy, brand voice, return-rate impact.","breadcrumbs":[{"label":"4.2 Industry use cases"}]},{"id":"ZgfZhT9KXGEtJB95ftjs","title":"Media and entertainment","pathname":"/4.2-industry-use-cases/media-entertainment","siteSpaceId":"sitesp_HAMsU","icon":"film","description":"Media and entertainment AI evaluation — moderation, summarization, search.","breadcrumbs":[{"label":"4.2 Industry use cases"}]},{"id":"ugUfXYlWxqccw9q8MjBb","title":"Pattern: content moderation","pathname":"/4.2-industry-use-cases/pattern-6","siteSpaceId":"sitesp_HAMsU","icon":"film","description":"Media / entertainment — content moderation pattern. Per-category recall, cross-language parity, EU DSA exposure management.","breadcrumbs":[{"label":"4.2 Industry use cases"}]},{"id":"ZtQZxkVvRIUBsmN8nCvS","title":"Manufacturing","pathname":"/4.2-industry-use-cases/manufacturing","siteSpaceId":"sitesp_HAMsU","icon":"industry","description":"Manufacturing AI evaluation — diagnostics assistance, manuals Q&A, quality.","breadcrumbs":[{"label":"4.2 Industry use cases"}]},{"id":"dPCktv7uTkkpexDR6dT0","title":"Pattern: visual quality inspection","pathname":"/4.2-industry-use-cases/pattern-7","siteSpaceId":"sitesp_HAMsU","icon":"industry","description":"Manufacturing / industrial — visual quality-inspection pattern. Per-defect-class accuracy, lighting-robustness, latency under SLO.","breadcrumbs":[{"label":"4.2 Industry use cases"}]},{"id":"105MM7RrlsRYbtlJ3PFr","title":"Education","pathname":"/4.2-industry-use-cases/education","siteSpaceId":"sitesp_HAMsU","icon":"graduation-cap","description":"Education AI evaluation — tutoring, content generation, assessment.","breadcrumbs":[{"label":"4.2 Industry use cases"}]},{"id":"1KzgFZvMYf3ntfWy8wzv","title":"Pattern: AI tutor","pathname":"/4.2-industry-use-cases/pattern-8","siteSpaceId":"sitesp_HAMsU","icon":"graduation-cap","description":"Education / EdTech — AI tutor pattern. Pedagogical-quality (Socratic vs. answer-giving), age-appropriateness, learning-outcome correlation.","breadcrumbs":[{"label":"4.2 Industry use cases"}]},{"id":"2sLGE7AKBgLc1SI2pDcy","title":"Real estate","pathname":"/4.2-industry-use-cases/real-estate","siteSpaceId":"sitesp_HAMsU","icon":"house","description":"Real estate AI evaluation — listing Q&A, valuation assist, document search.","breadcrumbs":[{"label":"4.2 Industry use cases"}]},{"id":"LhK9s08LEdm0sCl0xS0n","title":"Pattern: automated property valuation","pathname":"/4.2-industry-use-cases/pattern-9","siteSpaceId":"sitesp_HAMsU","icon":"house","description":"Real estate / proptech — automated valuation pattern. Per-segment accuracy, fair-housing parity, image-condition assessment.","breadcrumbs":[{"label":"4.2 Industry use cases"}]},{"id":"FqRyRdxyWVY6pRpf3Mp0","title":"Telecommunications","pathname":"/4.2-industry-use-cases/telecommunications","siteSpaceId":"sitesp_HAMsU","icon":"signal","description":"Telecommunications AI evaluation — customer service, troubleshooting, plan Q&A.","breadcrumbs":[{"label":"4.2 Industry use cases"}]},{"id":"Ttz40qSwZaeiK6V6lzyz","title":"Pattern: customer-service pricing accuracy","pathname":"/4.2-industry-use-cases/pattern-10","siteSpaceId":"sitesp_HAMsU","icon":"signal","description":"Telecom — customer-service AI pricing-accuracy pattern. JSON-schema scorer, numeric exact-match, per-PR CI gating, continuous sampled trace eval.","breadcrumbs":[{"label":"4.2 Industry use cases"}]},{"id":"v7cQbdx4qyrFkAlZ6cGI","title":"Energy and utilities","pathname":"/4.2-industry-use-cases/energy-utilities","siteSpaceId":"sitesp_HAMsU","icon":"bolt","description":"Energy and utilities AI evaluation — field service, ops assistance, customer support.","breadcrumbs":[{"label":"4.2 Industry use cases"}]},{"id":"vyIlhNMSZY4fHCjOlYkA","title":"Pattern: vegetation-management imagery","pathname":"/4.2-industry-use-cases/pattern-11","siteSpaceId":"sitesp_HAMsU","icon":"bolt","description":"Energy / utilities — vegetation-management imagery pattern. Stratified accuracy by season, variant comparison, daily continuous evaluation in fire season.","breadcrumbs":[{"label":"4.2 Industry use cases"}]},{"id":"MGWiv037p37nt46sZY0T","title":"Travel and hospitality","pathname":"/4.2-industry-use-cases/travel-hospitality","siteSpaceId":"sitesp_HAMsU","icon":"plane","description":"Travel and hospitality AI evaluation — booking assist, itinerary, customer service.","breadcrumbs":[{"label":"4.2 Industry use cases"}]},{"id":"9c7W8NRvI56srniQqHtL","title":"Pattern: multilingual booking assistant","pathname":"/4.2-industry-use-cases/pattern-12","siteSpaceId":"sitesp_HAMsU","icon":"plane","description":"Travel / hospitality — multilingual booking-assistant pattern. Per-language booking-detail accuracy, cultural appropriateness, locale-aware date handling.","breadcrumbs":[{"label":"4.2 Industry use cases"}]},{"id":"c5uICgjWE0IPv0OemS7j","title":"Industry","pathname":"/more-in-this-section-2/industry","siteSpaceId":"sitesp_HAMsU","breadcrumbs":[{"label":"More in this section"}]},{"id":"NTErlR2qIxHP6DNMV97J","title":"Education and EdTech compliance","pathname":"/more-in-this-section-2/compliance","siteSpaceId":"sitesp_HAMsU","icon":"shield-check","description":"Education compliance — FERPA, COPPA, IDEA, Section 504, ADA, Title VI/IX, state student-data laws, ED guidance, accessibility.","breadcrumbs":[{"label":"More in this section"}]},{"id":"aGG9D1rdlZz2XACSbJgT","title":"Education cookbook and samples","pathname":"/more-in-this-section-2/cookbook-and-samples","siteSpaceId":"sitesp_HAMsU","icon":"book-open","description":"Education starter samples.","breadcrumbs":[{"label":"More in this section"}]},{"id":"o3ZldDQtkz3YPtClaGmD","title":"Recipe: education tutor pedagogical-quality","pathname":"/more-in-this-section-2/industry-education-tutor","siteSpaceId":"sitesp_HAMsU","icon":"graduation-cap","description":"Recipe — education AI tutor pedagogical-quality judge.","breadcrumbs":[{"label":"More in this section"}]},{"id":"BemQANd5XZAwreXSUh3s","title":"Education and EdTech evaluation patterns","pathname":"/more-in-this-section-2/eval-patterns","siteSpaceId":"sitesp_HAMsU","icon":"chart-line","description":"Education evaluation patterns — primitive ratio, span rules, GEPA labeling, cadence.","breadcrumbs":[{"label":"More in this section"}]},{"id":"hmBrhznDpHwzQEeigk7K","title":"Education and EdTech scenarios","pathname":"/more-in-this-section-2/scenarios","siteSpaceId":"sitesp_HAMsU","icon":"graduation-cap","description":"Education and EdTech scenarios — tutoring, grading, content generation, integrity, accessibility. Industry patterns, not customer case studies.","breadcrumbs":[{"label":"More in this section"}]},{"id":"1Arrq80VLQwW3ShwBvHd","title":"Energy and utilities compliance","pathname":"/more-in-this-section-2/compliance-1","siteSpaceId":"sitesp_HAMsU","icon":"shield-check","description":"Energy and utilities compliance — NERC CIP/OPS, FERC, state PUC/CPUC, PHMSA, OSHA, EPA, ISO/RTO market rules.","breadcrumbs":[{"label":"More in this section"}]},{"id":"rDK1j4MKJBzCZT7RZFqj","title":"Energy and utilities cookbook and samples","pathname":"/more-in-this-section-2/cookbook-and-samples-1","siteSpaceId":"sitesp_HAMsU","icon":"book-open","description":"Energy starter samples.","breadcrumbs":[{"label":"More in this section"}]},{"id":"ZOxAVg7MQ9a7mjaLVmS0","title":"Energy and utilities evaluation patterns","pathname":"/more-in-this-section-2/eval-patterns-1","siteSpaceId":"sitesp_HAMsU","icon":"chart-line","description":"Energy and utilities evaluation patterns — primitive ratio, span rules, GEPA labeling, cadence.","breadcrumbs":[{"label":"More in this section"}]},{"id":"xUOJlsUitveqBbfZjbOg","title":"Energy and utilities scenarios","pathname":"/more-in-this-section-2/scenarios-1","siteSpaceId":"sitesp_HAMsU","icon":"bolt","description":"Energy and utilities scenarios — grid operations, predictive maintenance, customer service, demand response, safety. Industry patterns, not customer case studies.","breadcrumbs":[{"label":"More in this section"}]},{"id":"sinMnc91aLHffXNOkEXA","title":"Financial-services compliance","pathname":"/more-in-this-section-2/compliance-2","siteSpaceId":"sitesp_HAMsU","icon":"shield-check","description":"Financial-services compliance — multi-regulator frame (SEC, FINRA, FinCEN, OCC, CFPB, SOX, GLBA), evidence shape per regime.","breadcrumbs":[{"label":"More in this section"}]},{"id":"3E0t9Wv0T3O1Uy6KpXJA","title":"Financial services cookbook and samples","pathname":"/more-in-this-section-2/cookbook-and-samples-2","siteSpaceId":"sitesp_HAMsU","icon":"book-open","description":"Financial services starter samples.","breadcrumbs":[{"label":"More in this section"}]},{"id":"8I6xvrBpyv01QKu4yhrS","title":"Recipe: financial-services advisor & trading","pathname":"/more-in-this-section-2/industry-finserv-advisor","siteSpaceId":"sitesp_HAMsU","icon":"building-columns","description":"Recipe — financial-services advisor / trading. Pointer to the SDK industry samples.","breadcrumbs":[{"label":"More in this section"}]},{"id":"pOsUT4YqhA4YZ3MGxqw5","title":"Financial-services evaluation patterns","pathname":"/more-in-this-section-2/eval-patterns-2","siteSpaceId":"sitesp_HAMsU","icon":"chart-line","description":"Financial-services evaluation patterns — primitive ratios, dimensions, fair-lending considerations, GEPA labeling, continuous cadence.","breadcrumbs":[{"label":"More in this section"}]},{"id":"Yp6dP8dq1xVSWHGfc4Mz","title":"Financial services scenarios","pathname":"/more-in-this-section-2/scenarios-2","siteSpaceId":"sitesp_HAMsU","icon":"building-columns","description":"Financial services AI evaluation scenarios — fraud detection, advisor chatbots, KYC, document processing, trading compliance.","breadcrumbs":[{"label":"More in this section"}]},{"id":"FLULfGOc9nbK6kmreqG1","title":"Government and public sector compliance","pathname":"/more-in-this-section-2/compliance-3","siteSpaceId":"sitesp_HAMsU","icon":"shield-check","description":"Government compliance — FedRAMP, FISMA, NIST AI RMF, OMB M-24-10, Section 508, Privacy Act, FOIA, EO 14110.","breadcrumbs":[{"label":"More in this section"}]},{"id":"3UBYwu6w7odG9HQqvfqC","title":"Government cookbook and samples","pathname":"/more-in-this-section-2/cookbook-and-samples-3","siteSpaceId":"sitesp_HAMsU","icon":"book-open","description":"Government starter samples.","breadcrumbs":[{"label":"More in this section"}]},{"id":"WZzq9h3fRun2YPUip5Ev","title":"Government and public sector evaluation patterns","pathname":"/more-in-this-section-2/eval-patterns-3","siteSpaceId":"sitesp_HAMsU","icon":"chart-line","description":"Government evaluation patterns — primitive ratio, span rules, GEPA labeling, cadence aligned to NIST AI RMF and OMB M-24-10.","breadcrumbs":[{"label":"More in this section"}]},{"id":"jmd4etmZGP271bRjMFG7","title":"Government and public sector scenarios","pathname":"/more-in-this-section-2/scenarios-3","siteSpaceId":"sitesp_HAMsU","icon":"building-flag","description":"Government and public sector scenarios — citizen services, benefits, FOIA, procurement, public-safety analytics. Industry patterns, not customer case studies.","breadcrumbs":[{"label":"More in this section"}]},{"id":"Z7gpOAvpozJMrzjiqz5t","title":"Healthcare compliance","pathname":"/more-in-this-section-2/compliance-4","siteSpaceId":"sitesp_HAMsU","icon":"shield-check","description":"Healthcare compliance — HIPAA, BAA, audit retention, PHI handling, FDA SaMD considerations.","breadcrumbs":[{"label":"More in this section"}]},{"id":"IpydNTQpxarwwExiCDBi","title":"Healthcare cookbook and samples","pathname":"/more-in-this-section-2/cookbook-and-samples-4","siteSpaceId":"sitesp_HAMsU","icon":"book-open","description":"Healthcare cookbook starter samples.","breadcrumbs":[{"label":"More in this section"}]},{"id":"EsaTrKz4n9SbAfgxZR7F","title":"Recipe: healthcare clinical Q&A safety","pathname":"/more-in-this-section-2/industry-healthcare-clinical-qa","siteSpaceId":"sitesp_HAMsU","icon":"hospital","description":"Recipe — healthcare clinical Q&A. Pointer to the SDK industry sample.","breadcrumbs":[{"label":"More in this section"}]},{"id":"wgcbR9NSm26mGvnVfBO1","title":"Healthcare evaluation patterns","pathname":"/more-in-this-section-2/eval-patterns-4","siteSpaceId":"sitesp_HAMsU","icon":"chart-line","description":"Healthcare evaluation patterns — common scorer, rule, and judge combinations.","breadcrumbs":[{"label":"More in this section"}]},{"id":"eVyPEqz15c4PZf90EvSc","title":"Healthcare scenarios","pathname":"/more-in-this-section-2/scenarios-4","siteSpaceId":"sitesp_HAMsU","icon":"stethoscope","description":"Healthcare evaluation scenarios — clinical Q&A, triage, summarization, medication safety, prior-authorization, and more.","breadcrumbs":[{"label":"More in this section"}]},{"id":"TO8oHwaPMvCl6apGHsNe","title":"Insurance compliance","pathname":"/more-in-this-section-2/compliance-5","siteSpaceId":"sitesp_HAMsU","icon":"shield-check","description":"Insurance compliance — state DOI rate filings, NAIC AI bulletin, GLBA, ECOA/Fair Housing, HIPAA (health lines), audit retention.","breadcrumbs":[{"label":"More in this section"}]},{"id":"rrSMwbfN382Ib9Oc0fSX","title":"Insurance cookbook and samples","pathname":"/more-in-this-section-2/cookbook-and-samples-5","siteSpaceId":"sitesp_HAMsU","icon":"book-open","description":"Insurance starter samples.","breadcrumbs":[{"label":"More in this section"}]},{"id":"Y48PTNKS27DRWbCREEeS","title":"Recipe: insurance claims & underwriting","pathname":"/more-in-this-section-2/industry-insurance-claims","siteSpaceId":"sitesp_HAMsU","icon":"shield","description":"Recipe — insurance claims and underwriting. Pointer to the SDK industry samples.","breadcrumbs":[{"label":"More in this section"}]},{"id":"BNg5hrFBrnWkBaVMBqJg","title":"Insurance evaluation patterns","pathname":"/more-in-this-section-2/eval-patterns-5","siteSpaceId":"sitesp_HAMsU","icon":"chart-line","description":"Insurance evaluation patterns — primitive ratio, span rules, GEPA labeling, cadence.","breadcrumbs":[{"label":"More in this section"}]},{"id":"rqRvOXQ42KToKg596f2Q","title":"Insurance scenarios","pathname":"/more-in-this-section-2/scenarios-5","siteSpaceId":"sitesp_HAMsU","icon":"shield","description":"Insurance industry scenarios — claims triage, underwriting, policy Q&A, fraud detection, subrogation. Industry patterns, not customer case studies.","breadcrumbs":[{"label":"More in this section"}]},{"id":"RZpwpnSHwBxAHMTCTIuD","title":"Legal","pathname":"/more-in-this-section-2/legal","siteSpaceId":"sitesp_HAMsU","icon":"scale-balanced","description":"Legal AI evaluation — contract review, legal research, document analysis.","breadcrumbs":[{"label":"More in this section"}]},{"id":"IuQ8XCmtvEo1PES882rW","title":"Legal compliance","pathname":"/more-in-this-section-2/compliance-6","siteSpaceId":"sitesp_HAMsU","icon":"shield-check","description":"Legal compliance — privilege, work product, court rules, bar discipline, malpractice exposure, retention.","breadcrumbs":[{"label":"More in this section"}]},{"id":"7BxJq2uymQuoujKNgG2H","title":"Legal cookbook and samples","pathname":"/more-in-this-section-2/cookbook-and-samples-6","siteSpaceId":"sitesp_HAMsU","icon":"book-open","description":"Legal starter samples.","breadcrumbs":[{"label":"More in this section"}]},{"id":"kaDS1TAJpRtNDgadykth","title":"Recipe: legal contract review & research","pathname":"/more-in-this-section-2/industry-legal-contract","siteSpaceId":"sitesp_HAMsU","icon":"scale-balanced","description":"Recipe — legal contract review and research. Pointer to the SDK industry samples.","breadcrumbs":[{"label":"More in this section"}]},{"id":"qoGLZgc6yEUlgWfwsiiQ","title":"Legal evaluation patterns","pathname":"/more-in-this-section-2/eval-patterns-6","siteSpaceId":"sitesp_HAMsU","icon":"chart-line","description":"Legal evaluation patterns — primitive ratios, dimensions, citation verification depth, GEPA labeling.","breadcrumbs":[{"label":"More in this section"}]},{"id":"rX12lp0lY0wTBYP9wwtK","title":"Legal scenarios","pathname":"/more-in-this-section-2/scenarios-6","siteSpaceId":"sitesp_HAMsU","icon":"scale-balanced","description":"Legal AI evaluation scenarios — contract review, legal research, document discovery, document automation.","breadcrumbs":[{"label":"More in this section"}]},{"id":"X6O4vV3s6Yn0U37kUmYn","title":"Manufacturing and industrial compliance","pathname":"/more-in-this-section-2/compliance-7","siteSpaceId":"sitesp_HAMsU","icon":"shield-check","description":"Manufacturing compliance — ISO 9001, IATF 16949, AS9100, ISO 13485, OSHA PSM, EPA RMP, ITAR/EAR/OFAC, RoHS/REACH/Conflict Minerals.","breadcrumbs":[{"label":"More in this section"}]},{"id":"K8MBTc7Toy5p1RQ8KYay","title":"Manufacturing cookbook and samples","pathname":"/more-in-this-section-2/cookbook-and-samples-7","siteSpaceId":"sitesp_HAMsU","icon":"book-open","description":"Manufacturing starter samples.","breadcrumbs":[{"label":"More in this section"}]},{"id":"Eu677wdIFRQ0WgSxDJmM","title":"Manufacturing and industrial evaluation patterns","pathname":"/more-in-this-section-2/eval-patterns-7","siteSpaceId":"sitesp_HAMsU","icon":"chart-line","description":"Manufacturing evaluation patterns — primitive ratio, span rules, GEPA labeling, cadence.","breadcrumbs":[{"label":"More in this section"}]},{"id":"RKPf5K8MhN9XBHRNCUcb","title":"Manufacturing and industrial scenarios","pathname":"/more-in-this-section-2/scenarios-7","siteSpaceId":"sitesp_HAMsU","icon":"industry","description":"Manufacturing and industrial scenarios — predictive maintenance, quality, supply chain, technical Q&A, safety. Industry patterns, not customer case studies.","breadcrumbs":[{"label":"More in this section"}]},{"id":"FKd4NvTraOMKP44VmR59","title":"Media and entertainment compliance","pathname":"/more-in-this-section-2/compliance-8","siteSpaceId":"sitesp_HAMsU","icon":"shield-check","description":"Media and entertainment compliance — DSA, OSA, COPPA, ratings systems, DMCA, defamation, broadcast/state laws.","breadcrumbs":[{"label":"More in this section"}]},{"id":"SQEojO8pevluRRrbnT3k","title":"Media cookbook and samples","pathname":"/more-in-this-section-2/cookbook-and-samples-8","siteSpaceId":"sitesp_HAMsU","icon":"book-open","description":"Media starter samples.","breadcrumbs":[{"label":"More in this section"}]},{"id":"SyqOWtWnqaqXyKOThvw6","title":"Media and entertainment evaluation patterns","pathname":"/more-in-this-section-2/eval-patterns-8","siteSpaceId":"sitesp_HAMsU","icon":"chart-line","description":"Media and entertainment evaluation patterns — primitive ratio, span rules, GEPA labeling, cadence.","breadcrumbs":[{"label":"More in this section"}]},{"id":"RrCmzTB4XUz6Lm67blPo","title":"Media and entertainment scenarios","pathname":"/more-in-this-section-2/scenarios-8","siteSpaceId":"sitesp_HAMsU","icon":"film","description":"Media and entertainment scenarios — content recommendation, moderation, ad relevance, news summarization, IP/rights. Industry patterns, not customer case studies.","breadcrumbs":[{"label":"More in this section"}]},{"id":"F7mMw7Tfi68extYg5Xt7","title":"Real estate and PropTech compliance","pathname":"/more-in-this-section-2/compliance-9","siteSpaceId":"sitesp_HAMsU","icon":"shield-check","description":"Real estate compliance — Fair Housing Act, ECOA, FCRA, RESPA, TILA, HMDA, state broker rules, AVM rules, state landlord-tenant law.","breadcrumbs":[{"label":"More in this section"}]},{"id":"WpyYNzhvPtnu9k8szS2u","title":"Real estate cookbook and samples","pathname":"/more-in-this-section-2/cookbook-and-samples-9","siteSpaceId":"sitesp_HAMsU","icon":"book-open","description":"Real estate starter samples.","breadcrumbs":[{"label":"More in this section"}]},{"id":"gVoR1qx13Uwrmn0h6vMk","title":"Real estate and PropTech evaluation patterns","pathname":"/more-in-this-section-2/eval-patterns-9","siteSpaceId":"sitesp_HAMsU","icon":"chart-line","description":"Real estate evaluation patterns — primitive ratio, span rules, GEPA labeling, cadence.","breadcrumbs":[{"label":"More in this section"}]},{"id":"9UIiaCkGCHKGR2ulQNMc","title":"Real estate and PropTech scenarios","pathname":"/more-in-this-section-2/scenarios-9","siteSpaceId":"sitesp_HAMsU","icon":"house","description":"Real estate and PropTech scenarios — listing assistance, valuation, tenant screening, transaction support, property management. Industry patterns, not customer case studies.","breadcrumbs":[{"label":"More in this section"}]},{"id":"v5dNHfeuxyOXzaQMZLmo","title":"Retail and e-commerce compliance","pathname":"/more-in-this-section-2/compliance-10","siteSpaceId":"sitesp_HAMsU","icon":"shield-check","description":"Retail and e-commerce compliance — FTC Act, state UDAP, PCI DSS, COPPA, ADA, CCPA/GDPR, age-restricted goods.","breadcrumbs":[{"label":"More in this section"}]},{"id":"E3gjNvZlSXFh0dyb938F","title":"Retail cookbook and samples","pathname":"/more-in-this-section-2/cookbook-and-samples-10","siteSpaceId":"sitesp_HAMsU","icon":"book-open","description":"Retail starter samples.","breadcrumbs":[{"label":"More in this section"}]},{"id":"djlVSXxHtbFgkmfx37Lr","title":"Recipe: retail product Q&A & support","pathname":"/more-in-this-section-2/industry-retail-product-qa","siteSpaceId":"sitesp_HAMsU","icon":"cart-shopping","description":"Recipe — retail product Q&A and support. Pointer to the SDK industry samples.","breadcrumbs":[{"label":"More in this section"}]},{"id":"0akeQEgkBKQC4xnwxk1p","title":"Retail and e-commerce evaluation patterns","pathname":"/more-in-this-section-2/eval-patterns-10","siteSpaceId":"sitesp_HAMsU","icon":"chart-line","description":"Retail evaluation patterns — primitive ratio, span rules, GEPA labeling, cadence.","breadcrumbs":[{"label":"More in this section"}]},{"id":"G4WgCKgbn3rF8TDlyZBY","title":"Retail and e-commerce scenarios","pathname":"/more-in-this-section-2/scenarios-10","siteSpaceId":"sitesp_HAMsU","icon":"cart-shopping","description":"Retail and e-commerce scenarios — product Q&A, recommendations, pricing, customer service, returns/fraud. Industry patterns, not customer case studies.","breadcrumbs":[{"label":"More in this section"}]},{"id":"NtVeFFm5hTCRIKINUSI6","title":"Telecommunications compliance","pathname":"/more-in-this-section-2/compliance-11","siteSpaceId":"sitesp_HAMsU","icon":"shield-check","description":"Telecom compliance — FCC rules, CPNI, TCPA, CALEA, ECPA, STIR/SHAKEN, NORS, state PUC, privacy laws.","breadcrumbs":[{"label":"More in this section"}]},{"id":"rWEi1FEKRGFHBwUmE9yN","title":"Telecom cookbook and samples","pathname":"/more-in-this-section-2/cookbook-and-samples-11","siteSpaceId":"sitesp_HAMsU","icon":"book-open","description":"Telecom starter samples.","breadcrumbs":[{"label":"More in this section"}]},{"id":"pbipJNUf9AiyAQu48Peo","title":"Telecommunications evaluation patterns","pathname":"/more-in-this-section-2/eval-patterns-11","siteSpaceId":"sitesp_HAMsU","icon":"chart-line","description":"Telecommunications evaluation patterns — primitive ratio, span rules, GEPA labeling, cadence.","breadcrumbs":[{"label":"More in this section"}]},{"id":"BFZm3vCwugGI7tV8FS8B","title":"Telecommunications scenarios","pathname":"/more-in-this-section-2/scenarios-11","siteSpaceId":"sitesp_HAMsU","icon":"signal","description":"Telecommunications scenarios — customer service, network ops, plan recommendations, fraud prevention, lawful intercept. Industry patterns, not customer case studies.","breadcrumbs":[{"label":"More in this section"}]},{"id":"A5w1tdgfX8Y8YcX1sYpy","title":"Travel and hospitality compliance","pathname":"/more-in-this-section-2/compliance-12","siteSpaceId":"sitesp_HAMsU","icon":"shield-check","description":"Travel and hospitality compliance — DOT, EU 261, ACAA, ADA, FTC junk-fees, GDPR/CCPA, PCI DSS, state emergency-pricing laws.","breadcrumbs":[{"label":"More in this section"}]},{"id":"y49PhfE2eNjm6PAqH1Qd","title":"Travel cookbook and samples","pathname":"/more-in-this-section-2/cookbook-and-samples-12","siteSpaceId":"sitesp_HAMsU","icon":"book-open","description":"Travel starter samples.","breadcrumbs":[{"label":"More in this section"}]},{"id":"Cy5AUSB1UehcMeNibtxu","title":"Travel and hospitality evaluation patterns","pathname":"/more-in-this-section-2/eval-patterns-12","siteSpaceId":"sitesp_HAMsU","icon":"chart-line","description":"Travel and hospitality evaluation patterns — primitive ratio, span rules, GEPA labeling, cadence.","breadcrumbs":[{"label":"More in this section"}]},{"id":"Ut51lp896QTdWamNgjHr","title":"Travel and hospitality scenarios","pathname":"/more-in-this-section-2/scenarios-12","siteSpaceId":"sitesp_HAMsU","icon":"plane","description":"Travel and hospitality scenarios — booking, customer service, loyalty, dynamic pricing, accessibility. Industry patterns, not customer case studies.","breadcrumbs":[{"label":"More in this section"}]},{"id":"kz1gCt6vIMlRgPKJclxR","title":"Select (workflow)","pathname":"/5.-select-pick-the-model/workflow","siteSpaceId":"sitesp_HAMsU","icon":"scale-balanced","description":"Stage 1 — Select. Review leaderboards and benchmarks, optionally benchmark candidates side-by-side, pick the model to build with.","breadcrumbs":[{"label":"5. Select — pick the model"}]},{"id":"vfr7yPiEo3ikTGJe5lTT","title":"Catalog (Public + Premium)","pathname":"/5.-select-pick-the-model/catalog-public-+-premium","siteSpaceId":"sitesp_HAMsU","description":"","breadcrumbs":[{"label":"5. Select — pick the model"}]},{"id":"fNKCtlo4CtNJn5mAuQi9","title":"Browse the leaderboard","pathname":"/5.-select-pick-the-model/leaderboard","siteSpaceId":"sitesp_HAMsU","icon":"ranking-star","description":"Browse the Stratix leaderboard — top models per capability and per benchmark.","breadcrumbs":[{"label":"5. Select — pick the model"}]},{"id":"mMfmF6pldpr2eIHsnwc1","title":"Models catalog","pathname":"/5.-select-pick-the-model/models-catalog","siteSpaceId":"sitesp_HAMsU","icon":"list","description":"Stratix Public Models catalog — 175+ models with metadata, capability tags, and per-benchmark scores.","breadcrumbs":[{"label":"5. Select — pick the model"}]},{"id":"XSUHrw4y7n1ZoYarvxtl","title":"Benchmarks catalog","pathname":"/5.-select-pick-the-model/benchmarks-catalog","siteSpaceId":"sitesp_HAMsU","icon":"gauge","description":"Stratix Public Benchmarks catalog — 52+ benchmarks with methodology and per-model scores.","breadcrumbs":[{"label":"5. Select — pick the model"}]},{"id":"vvF16FMCq9VohXMviapo","title":"Compare models","pathname":"/5.-select-pick-the-model/compare-models","siteSpaceId":"sitesp_HAMsU","icon":"arrows-left-right","description":"Compare any two models head-to-head across any shared benchmark — Stratix Public's flagship feature.","breadcrumbs":[{"label":"5. Select — pick the model"}]},{"id":"wxBRZgoDsslNr3MFw4TN","title":"Public evaluations","pathname":"/5.-select-pick-the-model/public-evaluations","siteSpaceId":"sitesp_HAMsU","icon":"list-check","description":"2,000+ public evaluations browsable on Stratix Public — full results, sample inputs, methodology.","breadcrumbs":[{"label":"5. Select — pick the model"}]},{"id":"6RwjCJNqhR8b80JR1jqN","title":"Public evaluation spaces","pathname":"/5.-select-pick-the-model/public-evaluation-spaces","siteSpaceId":"sitesp_HAMsU","icon":"cubes","description":"Public evaluation spaces — curated bundles of model + dataset + scoring config, browsable without signup.","breadcrumbs":[{"label":"5. Select — pick the model"}]},{"id":"fBvoQ83bmBPaFdyzESl2","title":"Test your AI (anonymous)","pathname":"/5.-select-pick-the-model/test-your-ai-anonymous","siteSpaceId":"sitesp_HAMsU","icon":"flask","description":"Anonymous prompt-against-model sandbox on Stratix Public — no signup, rate-limited.","breadcrumbs":[{"label":"5. Select — pick the model"}]},{"id":"YhWIgfyQI30Z779FxBAq","title":"Search","pathname":"/5.-select-pick-the-model/search","siteSpaceId":"sitesp_HAMsU","icon":"magnifying-glass","description":"Search the Stratix Public catalog — models, benchmarks, evaluations, spaces in one place.","breadcrumbs":[{"label":"5. Select — pick the model"}]},{"id":"T8lhyynjw5xXn8IrODhV","title":"Sharing public results","pathname":"/5.-select-pick-the-model/sharing-results","siteSpaceId":"sitesp_HAMsU","icon":"share-nodes","description":"How to share Stratix Public results — citing evaluation IDs, embedding scores, contributing public evaluations.","breadcrumbs":[{"label":"5. Select — pick the model"}]},{"id":"KJRxF606AzpbqMLVqruv","title":"Public catalog data freshness","pathname":"/5.-select-pick-the-model/data-freshness","siteSpaceId":"sitesp_HAMsU","icon":"arrows-rotate","description":"How fresh is the public catalog data — refresh cadence, \"last updated\" timestamps, methodology versioning.","breadcrumbs":[{"label":"5. Select — pick the model"}]},{"id":"c1BzEoVQkL3VCmqgrT3w","title":"Public vs Premium — feature matrix","pathname":"/5.-select-pick-the-model/public-vs-premium","siteSpaceId":"sitesp_HAMsU","icon":"scale-balanced","description":"Feature matrix — what's available on Stratix Public vs Stratix Premium.","breadcrumbs":[{"label":"5. Select — pick the model"}]},{"id":"bfexu9RlPXPM6OeEz0yS","title":"Models (Premium custom)","pathname":"/5.-select-pick-the-model/models","siteSpaceId":"sitesp_HAMsU","icon":"list","description":"The Stratix Premium Models surface — public catalog plus your BYOK custom models.","breadcrumbs":[{"label":"5. Select — pick the model"}]},{"id":"cJoEw48J73UBFtgTx5so","title":"Benchmarks (Premium custom)","pathname":"/5.-select-pick-the-model/benchmarks","siteSpaceId":"sitesp_HAMsU","icon":"gauge","description":"The Stratix Premium Benchmarks surface — public benchmarks plus your private datasets.","breadcrumbs":[{"label":"5. Select — pick the model"}]},{"id":"S3KgKtDUvw3xglm3dbms","title":"BYOK custom models","pathname":"/5.-select-pick-the-model/byok-custom-models","siteSpaceId":"sitesp_HAMsU","icon":"key","description":"Register an OpenAI-compatible endpoint as a first-class custom model in Stratix Premium.","breadcrumbs":[{"label":"5. Select — pick the model"}]},{"id":"ASQwqgsqBFgMhLnUGAvz","title":"Research — quarterly reports","pathname":"/5.-select-pick-the-model/quarterly-reports","siteSpaceId":"sitesp_HAMsU","icon":"chart-line","description":"Q1-Q4 research reports — model performance, benchmark winners, AI evaluation trends.","breadcrumbs":[{"label":"5. Select — pick the model"}]},{"id":"eD4wOh9cKX4phpm06nOx","title":"Concepts","pathname":"/5.-select-pick-the-model/concepts","siteSpaceId":"sitesp_HAMsU","description":"","breadcrumbs":[{"label":"5. Select — pick the model"}]},{"id":"OHNBZtqpaFVZxRKPvKSX","title":"Models and benchmarks","pathname":"/5.-select-pick-the-model/models-and-benchmarks","siteSpaceId":"sitesp_HAMsU","icon":"cube","description":"Models and benchmarks — the building blocks of the Stratix catalog.","breadcrumbs":[{"label":"5. Select — pick the model"}]},{"id":"w09s3gDzUvyyqoWThGlk","title":"BYOK models","pathname":"/5.-select-pick-the-model/byok-models","siteSpaceId":"sitesp_HAMsU","icon":"key","description":"Bring-your-own-key (BYOK) models in Stratix — register OpenAI-compatible endpoints as first-class models.","breadcrumbs":[{"label":"5. Select — pick the model"}]},{"id":"n3ZbSEp6mFT6gWY1YkE6","title":"Public vs Premium","pathname":"/5.-select-pick-the-model/public-vs-premium-1","siteSpaceId":"sitesp_HAMsU","icon":"scale-balanced","description":"How Stratix Public and Stratix Premium relate — same catalog, different surfaces.","breadcrumbs":[{"label":"5. Select — pick the model"}]},{"id":"hHLuDUt0fIBAWiBTQWNN","title":"Catalog","pathname":"/more-in-this-section-3/catalog","siteSpaceId":"sitesp_HAMsU","breadcrumbs":[{"label":"More in this section"}]},{"id":"ahXvxkzX855KTFpbWj32","title":"Stratix Public","pathname":"/more-in-this-section-3/catalog-1","siteSpaceId":"sitesp_HAMsU","icon":"globe","description":"Stratix Public — anonymous browsing of 175+ models, 52+ benchmarks, 2,000+ public evaluations.","breadcrumbs":[{"label":"More in this section"}]},{"id":"xsbzVeS3ZZWV4M9DznSn","title":"Stratix Premium","pathname":"/more-in-this-section-3/premium-workspace-overview","siteSpaceId":"sitesp_HAMsU","icon":"rocket","description":"Stratix Premium — the logged-in workspace at stratix.layerlens.ai. Private evaluations, judges, traces, agentic evals.","breadcrumbs":[{"label":"More in this section"}]},{"id":"80ZARf7xi4y8Ogazg5AI","title":"Cookbook","pathname":"/more-in-this-section-3/cookbook","siteSpaceId":"sitesp_HAMsU","description":"","breadcrumbs":[{"label":"More in this section"}]},{"id":"sXI9IxTwonF2NGIFH1pv","title":"Recipe: compare prompts on a small test set","pathname":"/more-in-this-section-3/compare-prompts","siteSpaceId":"sitesp_HAMsU","icon":"arrows-left-right","description":"Recipe — A/B compare prompt variants. Pointer to the canonical SDK sample.","breadcrumbs":[{"label":"More in this section"}]},{"id":"8AZfjC5eDCANURXCBL8Z","title":"Recipe: pick a model for a task","pathname":"/more-in-this-section-3/pick-a-model","siteSpaceId":"sitesp_HAMsU","icon":"ranking-star","description":"Recipe — pick the right model for a task. Pointer to the canonical SDK quickstart + filtering sample.","breadcrumbs":[{"label":"More in this section"}]},{"id":"Rm4i7tOfzpACKkiBGEOG","title":"Guides","pathname":"/more-in-this-section-3/guides","siteSpaceId":"sitesp_HAMsU","description":"","breadcrumbs":[{"label":"More in this section"}]},{"id":"55jcixB9ZeEWIoWHWeld","title":"Refresh a benchmark with new data","pathname":"/more-in-this-section-3/refresh-benchmark","siteSpaceId":"sitesp_HAMsU","icon":"rotate","description":"Guide — refresh a private benchmark with new data.","breadcrumbs":[{"label":"More in this section"}]},{"id":"0oVlUvhIjYAdCtP1xxDI","title":"Register a BYOK custom model","pathname":"/more-in-this-section-3/register-byok-model","siteSpaceId":"sitesp_HAMsU","icon":"key","description":"Guide — register a BYOK custom model.","breadcrumbs":[{"label":"More in this section"}]},{"id":"QcB1e65ugqwRdPFcuJPY","title":"Rotate a BYOK API key","pathname":"/more-in-this-section-3/rotate-byok-key","siteSpaceId":"sitesp_HAMsU","icon":"rotate","description":"Guide — rotate a BYOK API key without downtime.","breadcrumbs":[{"label":"More in this section"}]},{"id":"VmPYl6fSOzmfchQG2kW8","title":"Test a BYOK endpoint","pathname":"/more-in-this-section-3/test-byok-endpoint","siteSpaceId":"sitesp_HAMsU","icon":"vial","description":"Guide — test a BYOK custom-model endpoint.","breadcrumbs":[{"label":"More in this section"}]},{"id":"zVexDcgrjveoGfIl5Pfi","title":"Upload a private benchmark","pathname":"/more-in-this-section-3/upload-benchmark","siteSpaceId":"sitesp_HAMsU","icon":"upload","description":"Guide — upload a private benchmark dataset.","breadcrumbs":[{"label":"More in this section"}]},{"id":"1W54p1V4nl39zIpG7Kmh","title":"Build (workflow)","pathname":"/6.-build-wire-your-code/workflow","siteSpaceId":"sitesp_HAMsU","icon":"hammer","description":"Stage 2 — Build. Wire your code or agent to emit traces Stratix can ingest, and develop with evaluation-driven feedback from the start.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"k7yyOOQe6X4xVAtFltLr","title":"SDK","pathname":"/6.-build-wire-your-code/sdk","siteSpaceId":"sitesp_HAMsU","description":"","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"9pGhFTFVuADywMMIW4Tk","title":"Python SDK — quickstart","pathname":"/6.-build-wire-your-code/quickstart","siteSpaceId":"sitesp_HAMsU","icon":"play","description":"SDK quickstart — install, authenticate, run an eval.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"GoZh7sqjG4ZjBGICEmKL","title":"Python SDK — install","pathname":"/6.-build-wire-your-code/installation","siteSpaceId":"sitesp_HAMsU","icon":"download","description":"Stratix Python SDK installation.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"TzSDWzfSx2rHdFXo3SMK","title":"Python SDK — auto-instrumentation","pathname":"/6.-build-wire-your-code/sdk-python","siteSpaceId":"sitesp_HAMsU","icon":"code","description":"Stratix Python SDK reference — Stratix, AsyncStratix, complete resource surface, errors.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"viDIuzdURmok9xUMFFpm","title":"Concepts","pathname":"/6.-build-wire-your-code/concepts","siteSpaceId":"sitesp_HAMsU","description":"","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"pa7xOalShcZYFouyNXml","title":"Traces and spans","pathname":"/6.-build-wire-your-code/traces-and-spans","siteSpaceId":"sitesp_HAMsU","icon":"route","description":"Traces and spans in Stratix — the unit of \"what did my AI actually do.\"","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"DVXinfiEKyXsenGqykxY","title":"Async vs sync workflow","pathname":"/6.-build-wire-your-code/async-vs-sync-workflow","siteSpaceId":"sitesp_HAMsU","icon":"clock","description":"Async vs sync workflow in Stratix — when work is queued, when it's immediate, what to expect.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"K3uuTAJuPvwL4kqL8uUA","title":"Streaming","pathname":"/6.-build-wire-your-code/streaming","siteSpaceId":"sitesp_HAMsU","icon":"signal","description":"Streaming evaluation results and trace progress — SSE and WebSocket patterns.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"O8eX3FLUx4a7Ov4ByWS4","title":"Cookbook","pathname":"/6.-build-wire-your-code/cookbook","siteSpaceId":"sitesp_HAMsU","description":"","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"rMgSzdm3KEJRamKhFTMv","title":"Instrument LangChain","pathname":"/6.-build-wire-your-code/instrument-langchain","siteSpaceId":"sitesp_HAMsU","icon":"link","description":"Recipe — instrument LangChain. Pointer to the SDK langchain_instrumented sample.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"De1tIL3dMdWohYLdAFCT","title":"Instrument LlamaIndex","pathname":"/6.-build-wire-your-code/instrument-llamaindex","siteSpaceId":"sitesp_HAMsU","icon":"link","description":"Recipe — instrument a LlamaIndex pipeline. SDK adapter + manual trace upload patterns.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"OXx83xz93X0l4VHTxnSD","title":"Instrument Haystack","pathname":"/6.-build-wire-your-code/instrument-haystack","siteSpaceId":"sitesp_HAMsU","icon":"link","description":"Recipe — instrument a Haystack pipeline using manual trace upload.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"dvIdwWJt4QsVdfxDlEkt","title":"Instrument OpenAI Assistants","pathname":"/6.-build-wire-your-code/instrument-openai-assistants","siteSpaceId":"sitesp_HAMsU","icon":"link","description":"Recipe — instrument OpenAI / Assistants. Pointer to the SDK samples.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"aaioglSQDMcQqkRKVIyf","title":"Instrument Anthropic SDK","pathname":"/6.-build-wire-your-code/instrument-anthropic-sdk","siteSpaceId":"sitesp_HAMsU","icon":"link","description":"Recipe — instrument the Anthropic SDK. Pointer to the canonical SDK samples.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"ZAEWGOB05FQ6N1piN5MQ","title":"Instrument Vercel AI SDK","pathname":"/6.-build-wire-your-code/instrument-vercel-ai-sdk","siteSpaceId":"sitesp_HAMsU","icon":"link","description":"Recipe — instrument a Vercel AI SDK call to emit traces (via REST).","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"YWntJSjxXoRg8MN82wTG","title":"Instrument custom Python","pathname":"/6.-build-wire-your-code/instrument-custom-python","siteSpaceId":"sitesp_HAMsU","icon":"link","description":"Recipe — instrument a custom Python pipeline using @trace and span().","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"6dei2wB7JblmuRd6pcTo","title":"OpenTelemetry trace ingestion","pathname":"/6.-build-wire-your-code/otel-trace-ingestion","siteSpaceId":"sitesp_HAMsU","icon":"link","description":"Recipe — OpenTelemetry trace ingestion. Pointer to the canonical SDK adapter doc.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"t5lzaxAIjdLjpnucZCNQ","title":"Containerized CI","pathname":"/6.-build-wire-your-code/containerized-ci","siteSpaceId":"sitesp_HAMsU","icon":"docker","description":"Recipe — containerized CI evaluation with a minimal Dockerfile.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"vlqYBADKycFDc1d76ikn","title":"Pre-release readiness","pathname":"/6.-build-wire-your-code/prerelease-readiness","siteSpaceId":"sitesp_HAMsU","icon":"rocket","description":"Recipe — pre-release readiness evaluation gate.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"f8oeZpr1IV52wWDnvlLF","title":"Slack notifications","pathname":"/6.-build-wire-your-code/integration-slack","siteSpaceId":"sitesp_HAMsU","icon":"slack","description":"Recipe — route Stratix evaluation results into a Slack channel by polling and forwarding.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"acg6WURPaGq4t6xwqSML","title":"PagerDuty escalation","pathname":"/6.-build-wire-your-code/integration-pagerduty","siteSpaceId":"sitesp_HAMsU","icon":"bell","description":"Recipe — escalate critical evaluation regressions to PagerDuty by polling and forwarding.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"ErvjTAiUnHgSfauyzyYg","title":"GitHub Actions","pathname":"/6.-build-wire-your-code/integration-github-actions","siteSpaceId":"sitesp_HAMsU","icon":"code-branch","description":"Recipe — GitHub Actions evaluation gate. Pointer to the SDK's drop-in workflow file.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"j4CFxc1Xqop86EfjWSrz","title":"GitLab CI","pathname":"/6.-build-wire-your-code/integration-gitlab-ci","siteSpaceId":"sitesp_HAMsU","icon":"gitlab","description":"Recipe — GitLab CI evaluation gate.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"mKrkp6AAbAPQGbDJQ0dm","title":"Buildkite","pathname":"/6.-build-wire-your-code/integration-buildkite","siteSpaceId":"sitesp_HAMsU","icon":"code-branch","description":"Recipe — Buildkite evaluation gate.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"xkNKi9WysoclGX4Iu4eY","title":"Jenkins","pathname":"/6.-build-wire-your-code/integration-jenkins","siteSpaceId":"sitesp_HAMsU","icon":"code-branch","description":"Recipe — Jenkins evaluation gate.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"XFmOD9Qmoq8ck0aINFQa","title":"CI/CD tutorial","pathname":"/6.-build-wire-your-code/ci-cd-tutorial","siteSpaceId":"sitesp_HAMsU","description":"","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"DQGpawwZ2cIbaKATR8mm","title":"Tutorial 3: Wire CI/CD quality gates","pathname":"/6.-build-wire-your-code/03-cicd-gates","siteSpaceId":"sitesp_HAMsU","icon":"shield-halved","description":"Tutorial 3 — Wire Stratix evaluations into GitHub Actions to gate AI changes.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"gB1IOSnhMdd49aewFmu1","title":"CI/CD integrations","pathname":"/6.-build-wire-your-code/ci-cd-integrations","siteSpaceId":"sitesp_HAMsU","description":"","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"CDjzBoaj6sm7VYMffWxU","title":"GitHub Actions integration","pathname":"/6.-build-wire-your-code/cicd-github-actions","siteSpaceId":"sitesp_HAMsU","icon":"code-branch","description":"GitHub Actions CI gate.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"7zs7JcKTQ6x8ifzS6pgn","title":"GitLab CI integration","pathname":"/6.-build-wire-your-code/cicd-gitlab","siteSpaceId":"sitesp_HAMsU","icon":"gitlab","description":"GitLab CI gate.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"xtLVvzw7SV2pr3tNR6Af","title":"Buildkite integration","pathname":"/6.-build-wire-your-code/cicd-buildkite","siteSpaceId":"sitesp_HAMsU","icon":"code-branch","description":"Buildkite CI gate.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"Vy1TwuEsckrA0Wy75Rtm","title":"Surfaces","pathname":"/6.-build-wire-your-code/surfaces","siteSpaceId":"sitesp_HAMsU","description":"","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"Z8A2Wuzul370sn7CsP0c","title":"VS Code extension","pathname":"/6.-build-wire-your-code/vscode-extension","siteSpaceId":"sitesp_HAMsU","icon":"code","description":"The Stratix VS Code extension — run evaluations and inspect results from your editor.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"oQ7sECyLBF06KMZDRSyp","title":"Slack app","pathname":"/6.-build-wire-your-code/slack","siteSpaceId":"sitesp_HAMsU","icon":"slack","description":"The Stratix Slack app — notifications and quick actions in your workspace.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"O8okEpwd8Y45fHg6QEwl","title":"Migration from another tool","pathname":"/6.-build-wire-your-code/migration-from-another-tool","siteSpaceId":"sitesp_HAMsU","description":"","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"eQcfsMW4eZjgd0xsOPQ2","title":"Migration overview","pathname":"/6.-build-wire-your-code/migration","siteSpaceId":"sitesp_HAMsU","icon":"arrow-right-arrow-left","description":"Migrate to Stratix from another evaluation tool.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"4e7HJReEQVbZt5Tk9blK","title":"From LangSmith","pathname":"/6.-build-wire-your-code/from-langsmith","siteSpaceId":"sitesp_HAMsU","icon":"arrow-right-arrow-left","description":"Migrate from LangSmith to Stratix — concept mapping, what to port, what to re-author, and a phased cutover plan.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"nAI5VzDIhUkukOkaYHba","title":"From Braintrust","pathname":"/6.-build-wire-your-code/from-braintrust","siteSpaceId":"sitesp_HAMsU","icon":"arrow-right-arrow-left","description":"Migrate from Braintrust to Stratix.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"oMIrTPlE4ZaPGmHngSxC","title":"From Galileo","pathname":"/6.-build-wire-your-code/from-galileo","siteSpaceId":"sitesp_HAMsU","icon":"arrow-right-arrow-left","description":"Migrate from Galileo to Stratix.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"Nr6Oo7fSkopqbMQkzSen","title":"From Promptfoo","pathname":"/6.-build-wire-your-code/from-promptfoo","siteSpaceId":"sitesp_HAMsU","icon":"arrow-right-arrow-left","description":"Migrate from Promptfoo to Stratix.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"5jOuwNrVsrOZ8PunxxoD","title":"From MLflow","pathname":"/6.-build-wire-your-code/from-mlflow","siteSpaceId":"sitesp_HAMsU","icon":"arrow-right-arrow-left","description":"Migrate from MLflow to Stratix.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"W9obfYh10oHeY3k0Ry4l","title":"From Arize","pathname":"/6.-build-wire-your-code/from-arize","siteSpaceId":"sitesp_HAMsU","icon":"arrow-right-arrow-left","description":"Migrate from Arize AI to Stratix — concept mapping, what to port, what to re-author, and a phased cutover plan.","breadcrumbs":[{"label":"6. Build — wire your code"}]},{"id":"PimgX7uHOKpuUGn30NYk","title":"Guides","pathname":"/more-in-this-section-4/guides","siteSpaceId":"sitesp_HAMsU","description":"","breadcrumbs":[{"label":"More in this section"}]},{"id":"d8nyH7F1kmk0fOGeoWK7","title":"Calling Stratix from a backend","pathname":"/more-in-this-section-4/calling-stratix-from-a-backend","siteSpaceId":"sitesp_HAMsU","icon":"server","description":"Calling Stratix from a backend — TS, Go, Python patterns. Keep keys server-side; never in browsers.","breadcrumbs":[{"label":"More in this section"}]},{"id":"gYFNKInIAdOknc5DTKXD","title":"Investigate a CI regression","pathname":"/more-in-this-section-4/investigate-ci-regression","siteSpaceId":"sitesp_HAMsU","icon":"magnifying-glass","description":"Guide — investigate a regression flagged by CI.","breadcrumbs":[{"label":"More in this section"}]},{"id":"a1Y3E4gXdaALtE6dWexN","title":"Run an industry pattern from a Next.js app","pathname":"/more-in-this-section-4/pattern-from-nextjs","siteSpaceId":"sitesp_HAMsU","icon":"code","description":"Guide — implement an industry pattern end-to-end from a Next.js app, fusing pattern config + backend-call + browser UI.","breadcrumbs":[{"label":"More in this section"}]},{"id":"asI21zTKrwvrR7RGhihh","title":"Per-feature quality tolerances","pathname":"/more-in-this-section-4/per-feature-tolerances","siteSpaceId":"sitesp_HAMsU","icon":"sliders","description":"Guide — set per-feature quality tolerances.","breadcrumbs":[{"label":"More in this section"}]},{"id":"wOx4HlBnijCjOW6WWSod","title":"Set up trace ingestion","pathname":"/more-in-this-section-4/setup-trace-ingestion","siteSpaceId":"sitesp_HAMsU","icon":"route","description":"Guide — wire your application to ingest traces into Stratix.","breadcrumbs":[{"label":"More in this section"}]},{"id":"2vi14buAKujPJyn3M3VM","title":"Wire CI/CD evaluation gates","pathname":"/more-in-this-section-4/wire-cicd-gates","siteSpaceId":"sitesp_HAMsU","icon":"shield-halved","description":"Guide — wire Stratix evaluation gates into CI/CD.","breadcrumbs":[{"label":"More in this section"}]},{"id":"XZ7gzvpjo4vcwvS8NYMa","title":"Integrations","pathname":"/more-in-this-section-4/integrations","siteSpaceId":"sitesp_HAMsU","breadcrumbs":[{"label":"More in this section"}]},{"id":"PW1vABfvTtKVO1mn5azM","title":"CI/CD integrations","pathname":"/more-in-this-section-4/cicd","siteSpaceId":"sitesp_HAMsU","icon":"code-branch","description":"CI/CD integrations overview.","breadcrumbs":[{"label":"More in this section"}]},{"id":"Lhvx5EcRV3AMZbbqmIVT","title":"Migration","pathname":"/more-in-this-section-4/migration","siteSpaceId":"sitesp_HAMsU","breadcrumbs":[{"label":"More in this section"}]},{"id":"MVdLxuGb41mDSpwMgCfN","title":"Dual-run migration","pathname":"/more-in-this-section-4/dual-run-migration","siteSpaceId":"sitesp_HAMsU","icon":"code-compare","description":"Guide — run Stratix and another tool side-by-side during migration.","breadcrumbs":[{"label":"More in this section"}]},{"id":"HwTlAWQwkImyf7AwXRAJ","title":"Plan a migration to Stratix","pathname":"/more-in-this-section-4/plan-migration","siteSpaceId":"sitesp_HAMsU","icon":"route","description":"Guide — plan a migration to Stratix.","breadcrumbs":[{"label":"More in this section"}]},{"id":"TDnkuJfdDtSu6OwYjvxY","title":"Recipe: Port a Braintrust eval","pathname":"/more-in-this-section-4/migration-braintrust","siteSpaceId":"sitesp_HAMsU","icon":"arrow-right-arrow-left","description":"Recipe — port a Braintrust eval into Stratix.","breadcrumbs":[{"label":"More in this section"}]},{"id":"aJRoyPYWqsjvjvj7wZoI","title":"Recipe: Port a LangSmith eval","pathname":"/more-in-this-section-4/migration-langsmith","siteSpaceId":"sitesp_HAMsU","icon":"arrow-right-arrow-left","description":"Recipe — port a LangSmith eval dataset and judge into Stratix.","breadcrumbs":[{"label":"More in this section"}]},{"id":"AID5G0DsK51nuB7ecerw","title":"Recipe: Port an MLflow run","pathname":"/more-in-this-section-4/migration-mlflow","siteSpaceId":"sitesp_HAMsU","icon":"arrow-right-arrow-left","description":"Recipe — port an MLflow run into Stratix.","breadcrumbs":[{"label":"More in this section"}]},{"id":"a1H2coDixWY7ZGzrGWyM","title":"Recipe: Port a Promptfoo config","pathname":"/more-in-this-section-4/migration-promptfoo","siteSpaceId":"sitesp_HAMsU","icon":"arrow-right-arrow-left","description":"Recipe — port a Promptfoo config into Stratix.","breadcrumbs":[{"label":"More in this section"}]},{"id":"oeW7ahCu0BWWZEvK7cow","title":"Observe (workflow)","pathname":"/7.-observe-see-whats-happening/workflow","siteSpaceId":"sitesp_HAMsU","icon":"eye","description":"Stage 2 — Observe. See real production behavior across surfaces.","breadcrumbs":[{"label":"7. Observe — see what's happening"}]},{"id":"LyWgaE3k7XVtqtgZQR6s","title":"Premium surfaces","pathname":"/7.-observe-see-whats-happening/premium-surfaces","siteSpaceId":"sitesp_HAMsU","description":"","breadcrumbs":[{"label":"7. Observe — see what's happening"}]},{"id":"itFZBu5zi8CjvLQ4Xxyz","title":"Home dashboard","pathname":"/7.-observe-see-whats-happening/home-dashboard","siteSpaceId":"sitesp_HAMsU","icon":"house","description":"The Stratix Premium home dashboard — at-a-glance view of your team's evaluations, traces, and ECU.","breadcrumbs":[{"label":"7. Observe — see what's happening"}]},{"id":"nyFqi0nQ1D6EeUFuDeiz","title":"Traces","pathname":"/7.-observe-see-whats-happening/traces","siteSpaceId":"sitesp_HAMsU","icon":"route","description":"Upload, browse, and inspect agent traces in Stratix Premium.","breadcrumbs":[{"label":"7. Observe — see what's happening"}]},{"id":"1NHMwEVwI4SDyq8Cptfs","title":"Datasets","pathname":"/7.-observe-see-whats-happening/datasets","siteSpaceId":"sitesp_HAMsU","icon":"database","description":"Create, version, and evaluate datasets — collections of traces grouped for streamlined analysis — in Stratix Premium.","breadcrumbs":[{"label":"7. Observe — see what's happening"}]},{"id":"zKafaX96RoXwCJ21IBKY","title":"Synthetic data","pathname":"/7.-observe-see-whats-happening/synthetic-data","siteSpaceId":"sitesp_HAMsU","icon":"sparkles","description":"Generate realistic, multi-agent synthetic trace datasets — from your own data, a built-in industry scenario, or a saved definition — in Stratix Premium.","breadcrumbs":[{"label":"7. Observe — see what's happening"}]},{"id":"nDzOlxI7jKNxsLHlqMCm","title":"Agent Evaluation","pathname":"/7.-observe-see-whats-happening/agent-evaluation","siteSpaceId":"sitesp_HAMsU","icon":"robot","description":"The Stratix Premium Agent Evaluation surface — Traces, Judges, and Trace Evaluations.","breadcrumbs":[{"label":"7. Observe — see what's happening"}]},{"id":"CWPUb7zc4lgUBvKEVieo","title":"Concepts","pathname":"/7.-observe-see-whats-happening/concepts","siteSpaceId":"sitesp_HAMsU","description":"","breadcrumbs":[{"label":"7. Observe — see what's happening"}]},{"id":"auKp54DVUy18g99m84jq","title":"Continuous evaluation","pathname":"/7.-observe-see-whats-happening/continuous-evaluation","siteSpaceId":"sitesp_HAMsU","icon":"arrows-rotate","description":"Continuous evaluation — score live production traces on a recurring schedule.","breadcrumbs":[{"label":"7. Observe — see what's happening"}]},{"id":"dcOWov1lw9ze3rQRgne0","title":"Multi-tenancy","pathname":"/7.-observe-see-whats-happening/multi-tenancy","siteSpaceId":"sitesp_HAMsU","icon":"building","description":"Multi-tenancy in Stratix — orgs, isolation, multi-org membership.","breadcrumbs":[{"label":"7. Observe — see what's happening"}]},{"id":"2dzSkvkh7aWNY0wiXCDk","title":"Cookbook","pathname":"/7.-observe-see-whats-happening/cookbook","siteSpaceId":"sitesp_HAMsU","description":"","breadcrumbs":[{"label":"7. Observe — see what's happening"}]},{"id":"Br1I5kjGJ4wWJ8arFuaD","title":"Backfill traces from logs","pathname":"/7.-observe-see-whats-happening/backfill-from-logs","siteSpaceId":"sitesp_HAMsU","icon":"clock-rotate-left","description":"Recipe — backfill traces from existing application logs.","breadcrumbs":[{"label":"7. Observe — see what's happening"}]},{"id":"I9rCXGMJy6Uxc4toSObO","title":"Post-release continuous evaluation","pathname":"/7.-observe-see-whats-happening/postrelease-continuous","siteSpaceId":"sitesp_HAMsU","icon":"arrows-rotate","description":"Recipe — post-release continuous evaluation on production traces.","breadcrumbs":[{"label":"7. Observe — see what's happening"}]},{"id":"jDFdcmxCRayetEf9t28N","title":"Guides","pathname":"/more-in-this-section-5/guides","siteSpaceId":"sitesp_HAMsU","description":"","breadcrumbs":[{"label":"More in this section"}]},{"id":"QP9XDMnWL714RI8LnzKx","title":"Build a trace set for agentic evals","pathname":"/more-in-this-section-5/build-trace-set","siteSpaceId":"sitesp_HAMsU","icon":"layer-group","description":"Guide — build a trace set for agentic evaluation.","breadcrumbs":[{"label":"More in this section"}]},{"id":"ccYhqECJ7hRc4aa1XZxv","title":"Investigate a failing trace","pathname":"/more-in-this-section-5/investigate-failing-trace","siteSpaceId":"sitesp_HAMsU","icon":"magnifying-glass","description":"Guide — investigate a failing trace.","breadcrumbs":[{"label":"More in this section"}]},{"id":"taY1UihcYzLA6bEsOpgs","title":"Schedule continuous trace evaluation","pathname":"/more-in-this-section-5/schedule-continuous","siteSpaceId":"sitesp_HAMsU","icon":"clock","description":"Guide — schedule continuous trace evaluation.","breadcrumbs":[{"label":"More in this section"}]},{"id":"u4DSVVzmDVG2RJnPEpvq","title":"Evaluate (workflow)","pathname":"/8.-evaluate-score-the-outputs/workflow","siteSpaceId":"sitesp_HAMsU","icon":"list-check","description":"Stage 4 — Evaluate. Score outputs and traces with scorers and judges.","breadcrumbs":[{"label":"8. Evaluate — score the outputs"}]},{"id":"gyRSy3aSegRXfXwZKdm7","title":"Premium surfaces","pathname":"/8.-evaluate-score-the-outputs/premium-surfaces","siteSpaceId":"sitesp_HAMsU","description":"","breadcrumbs":[{"label":"8. Evaluate — score the outputs"}]},{"id":"dwVxD7jGYR3MDcUFNbpm","title":"Evaluations","pathname":"/8.-evaluate-score-the-outputs/evaluations","siteSpaceId":"sitesp_HAMsU","icon":"list-check","description":"The Stratix Premium Evaluations surface — create, run, browse, and compare private evaluations.","breadcrumbs":[{"label":"8. Evaluate — score the outputs"}]},{"id":"lr8htkBXaC5dUYGbSPyX","title":"Judges","pathname":"/8.-evaluate-score-the-outputs/judges","siteSpaceId":"sitesp_HAMsU","icon":"gavel","description":"Build, test, and manage LLM-as-a-judge graders in Stratix Premium.","breadcrumbs":[{"label":"8. Evaluate — score the outputs"}]},{"id":"qQdKsC0Ug2DXBgkfux56","title":"System judges","pathname":"/8.-evaluate-score-the-outputs/system-judges","siteSpaceId":"sitesp_HAMsU","icon":"gavel","description":"System judges shipped with Stratix Premium — names, evaluation goals, default models, and how to use them.","breadcrumbs":[{"label":"8. Evaluate — score the outputs"}]},{"id":"F8jkYmyyfz1mfdVwchlF","title":"Scorers","pathname":"/8.-evaluate-score-the-outputs/scorers","siteSpaceId":"sitesp_HAMsU","icon":"ruler","description":"The Stratix Premium Scorers surface — manage LLM-backed scorers org-scoped.","breadcrumbs":[{"label":"8. Evaluate — score the outputs"}]},{"id":"iQMuyph9MFbB8ikGeurA","title":"Trace evaluations","pathname":"/8.-evaluate-score-the-outputs/trace-evaluations","siteSpaceId":"sitesp_HAMsU","icon":"list-check","description":"Score uploaded traces with scorers and judges — recurring, on-demand, agentic.","breadcrumbs":[{"label":"8. Evaluate — score the outputs"}]},{"id":"DMMdUl81kRm0xVp3qjrs","title":"Spaces","pathname":"/8.-evaluate-score-the-outputs/spaces","siteSpaceId":"sitesp_HAMsU","icon":"cubes","description":"The Stratix Premium Spaces surface — save and re-run evaluation configurations as conditions change.","breadcrumbs":[{"label":"8. Evaluate — score the outputs"}]},{"id":"69xbfGwB06HKvoFz8q0Y","title":"Concepts","pathname":"/8.-evaluate-score-the-outputs/concepts","siteSpaceId":"sitesp_HAMsU","description":"","breadcrumbs":[{"label":"8. Evaluate — score the outputs"}]},{"id":"cou35h3tfGUlivfdJ4Sd","title":"Mental model","pathname":"/8.-evaluate-score-the-outputs/mental-model","siteSpaceId":"sitesp_HAMsU","icon":"brain","description":"The Stratix mental model — catalog, engine, judges, traces, and how data moves through the platform.","breadcrumbs":[{"label":"8. Evaluate — score the outputs"}]},{"id":"iUuwLku2qNVG8pVyznQw","title":"Evaluations","pathname":"/8.-evaluate-score-the-outputs/evaluations-1","siteSpaceId":"sitesp_HAMsU","icon":"list-check","description":"An evaluation in Stratix — what it actually is, what it produces, how it's stored.","breadcrumbs":[{"label":"8. Evaluate — score the outputs"}]},{"id":"6USF5RdaQ58XdFAz2wd7","title":"Evaluation anatomy","pathname":"/8.-evaluate-score-the-outputs/evaluation-anatomy","siteSpaceId":"sitesp_HAMsU","icon":"dna","description":"The anatomy of a Stratix evaluation — every field, every state, every artifact.","breadcrumbs":[{"label":"8. Evaluate — score the outputs"}]},{"id":"4NoXRcArvLDs2XcE70yK","title":"Judges","pathname":"/8.-evaluate-score-the-outputs/judges-1","siteSpaceId":"sitesp_HAMsU","icon":"gavel","description":"LLM-as-a-judge in Stratix — building, running, and optimizing judges with GEPA.","breadcrumbs":[{"label":"8. Evaluate — score the outputs"}]},{"id":"IW98brraeczuEfGLqjlK","title":"Scorers","pathname":"/8.-evaluate-score-the-outputs/scorers-1","siteSpaceId":"sitesp_HAMsU","icon":"ruler","description":"LLM-backed scorers in Stratix — model + prompt, when to use them, when to use a judge instead.","breadcrumbs":[{"label":"8. Evaluate — score the outputs"}]},{"id":"lUXRYr7Xk6eqW9OMtMz2","title":"Evaluation spaces","pathname":"/8.-evaluate-score-the-outputs/evaluation-spaces","siteSpaceId":"sitesp_HAMsU","icon":"cubes","description":"Evaluation spaces — saved configurations you re-run as conditions change.","breadcrumbs":[{"label":"8. Evaluate — score the outputs"}]},{"id":"FO6oripRvoJpqeQuWd6z","title":"Agentic evaluation","pathname":"/8.-evaluate-score-the-outputs/agentic-evaluation","siteSpaceId":"sitesp_HAMsU","icon":"robot","description":"Agentic evaluation — pre- and post-deployment quality gates for multi-step AI agents.","breadcrumbs":[{"label":"8. Evaluate — score the outputs"}]},{"id":"BjPtLELyDEEpTDf1fgkd","title":"Tutorials","pathname":"/8.-evaluate-score-the-outputs/tutorials","siteSpaceId":"sitesp_HAMsU","description":"","breadcrumbs":[{"label":"8. Evaluate — score the outputs"}]},{"id":"NkKC4wHzUkKwhZMUfcSR","title":"Tutorial 1: First evaluation in 10 minutes","pathname":"/8.-evaluate-score-the-outputs/01-first-evaluation","siteSpaceId":"sitesp_HAMsU","icon":"play","description":"Tutorial 1 — Run your first end-to-end Stratix evaluation in 10 minutes.","breadcrumbs":[{"label":"8. Evaluate — score the outputs"}]},{"id":"hc9o0M3IbVj6mNvxbb0y","title":"Tutorial 2: Build your first judge","pathname":"/8.-evaluate-score-the-outputs/02-first-judge","siteSpaceId":"sitesp_HAMsU","icon":"gavel","description":"Tutorial 2 — Build, test, and apply your first LLM judge.","breadcrumbs":[{"label":"8. Evaluate — score the outputs"}]},{"id":"JqGqVJT9NoDcpDmg9gS0","title":"Tutorial 4: Score live traces","pathname":"/8.-evaluate-score-the-outputs/04-score-traces","siteSpaceId":"sitesp_HAMsU","icon":"route","description":"Tutorial 4 — Score production traces continuously with Stratix trace evaluations.","breadcrumbs":[{"label":"8. Evaluate — score the outputs"}]},{"id":"C6mDA8xBO7kBkwl2o9iz","title":"Cookbook","pathname":"/more-in-this-section-6/cookbook","siteSpaceId":"sitesp_HAMsU","description":"","breadcrumbs":[{"label":"More in this section"}]},{"id":"sLPzEZTSmITkyqdZAqZ7","title":"Recipe: detect tool-call regressions in agents","pathname":"/more-in-this-section-6/agent-tool-regressions","siteSpaceId":"sitesp_HAMsU","icon":"robot","description":"Recipe — detect tool-call regressions. Pointer to the SDK code-review cowork sample.","breadcrumbs":[{"label":"More in this section"}]},{"id":"PCOZToFJ05rKQBgW6Us0","title":"Recipe: catch hallucinations","pathname":"/more-in-this-section-6/catch-hallucinations","siteSpaceId":"sitesp_HAMsU","icon":"triangle-exclamation","description":"Recipe — catch hallucinations with a faithfulness judge whose rubric handles refusals.","breadcrumbs":[{"label":"More in this section"}]},{"id":"CBJSYmUilH8yYiqOd9d0","title":"Recipe: Confidence-weighted aggregation","pathname":"/more-in-this-section-6/confidence-weighted-aggregation","siteSpaceId":"sitesp_HAMsU","icon":"chart-line","description":"Recipe — confidence-weighted aggregation for noisy judges.","breadcrumbs":[{"label":"More in this section"}]},{"id":"zIo12kiCWTpOe5AAIawS","title":"Recipe: Cost-aware evaluation","pathname":"/more-in-this-section-6/cost-aware-evaluation","siteSpaceId":"sitesp_HAMsU","icon":"coins","description":"Recipe — score cost alongside quality so you can pick smaller-and-cheaper when it's good enough.","breadcrumbs":[{"label":"More in this section"}]},{"id":"t6H5FvW3wcUSFSRaweIA","title":"Recipe: create a custom scorer","pathname":"/more-in-this-section-6/custom-code-scorer","siteSpaceId":"sitesp_HAMsU","icon":"code","description":"Recipe — create a custom scorer (LLM-backed). Pointer to the SDK scorer + judge-creation samples.","breadcrumbs":[{"label":"More in this section"}]},{"id":"lXEnbnkhMtsnJcfsUbah","title":"Recipe: validate JSON output against a schema","pathname":"/more-in-this-section-6/json-schema-validate","siteSpaceId":"sitesp_HAMsU","icon":"brackets-curly","description":"Recipe — validate JSON outputs against a strict schema using a custom judge or pre-evaluation validation.","breadcrumbs":[{"label":"More in this section"}]},{"id":"sZIEXf5A4i6Cy4lV6Ltq","title":"Recipe: Run a judge in CI without auto-merging on pass","pathname":"/more-in-this-section-6/judge-ci-no-merge","siteSpaceId":"sitesp_HAMsU","icon":"shield-halved","description":"Recipe — gate CI on a judge verdict without auto-merging on pass.","breadcrumbs":[{"label":"More in this section"}]},{"id":"wjvnEizVBgTVBv2HV4Rd","title":"Recipe: multi-judge consensus","pathname":"/more-in-this-section-6/multi-judge-consensus","siteSpaceId":"sitesp_HAMsU","icon":"people-group","description":"Recipe — run multiple judges against the same trace and aggregate via consensus.","breadcrumbs":[{"label":"More in this section"}]},{"id":"O8mmxpdkOxPENQ4P2kUi","title":"Recipe: Score multilingual outputs","pathname":"/more-in-this-section-6/multilingual","siteSpaceId":"sitesp_HAMsU","icon":"language","description":"Recipe — score outputs in multiple languages with an LLM judge.","breadcrumbs":[{"label":"More in this section"}]},{"id":"2HTkzIwXYAEWlebNKLtD","title":"Recipe: build a faithfulness judge for RAG","pathname":"/more-in-this-section-6/rag-faithfulness-judge","siteSpaceId":"sitesp_HAMsU","icon":"file-magnifying-glass","description":"Recipe — RAG faithfulness judge. Pointer to the SDK rag_assessment sample.","breadcrumbs":[{"label":"More in this section"}]},{"id":"YjIZKXftVnqGMn1T7Vco","title":"Recipe: score a free-form chat output","pathname":"/more-in-this-section-6/score-chat","siteSpaceId":"sitesp_HAMsU","icon":"comment","description":"Recipe — score chat output. Pointer to the canonical SDK text-evaluation sample.","breadcrumbs":[{"label":"More in this section"}]},{"id":"f2I7gAaRzbFJh3tKtd6f","title":"Recipe: evaluate code-generation models","pathname":"/more-in-this-section-6/score-code","siteSpaceId":"sitesp_HAMsU","icon":"code","description":"Recipe — evaluate code-generation models. Use a code benchmark from the public catalog.","breadcrumbs":[{"label":"More in this section"}]},{"id":"sP8q4yaUzMDJzpK6DFP9","title":"Recipe: Score reasoning chains","pathname":"/more-in-this-section-6/score-reasoning","siteSpaceId":"sitesp_HAMsU","icon":"brain","description":"Recipe — score reasoning chains with chain-of-thought aware judges.","breadcrumbs":[{"label":"More in this section"}]},{"id":"XDlfPqdJ8x2XWs5hbKED","title":"Recipe: score retrieval quality","pathname":"/more-in-this-section-6/score-retrieval","siteSpaceId":"sitesp_HAMsU","icon":"list-check","description":"Recipe — score retrieval quality. Pointer to the SDK rag_assessment sample.","breadcrumbs":[{"label":"More in this section"}]},{"id":"hJu6Ou1xKSJULlbMCDmp","title":"Recipe: score a structured-output prompt","pathname":"/more-in-this-section-6/score-structured-output","siteSpaceId":"sitesp_HAMsU","icon":"code","description":"Recipe — score structured outputs. Pointer to the SDK document-evaluation sample.","breadcrumbs":[{"label":"More in this section"}]},{"id":"RaWa56WctgmVWcnNBL9u","title":"Recipe: span-level scoring","pathname":"/more-in-this-section-6/span-level-scoring","siteSpaceId":"sitesp_HAMsU","icon":"route","description":"Recipe — span-level scoring. Pointer to the cowork code-review pattern.","breadcrumbs":[{"label":"More in this section"}]},{"id":"4o5guMMYKWyCEe5kETT2","title":"Guides","pathname":"/more-in-this-section-6/guides","siteSpaceId":"sitesp_HAMsU","description":"","breadcrumbs":[{"label":"More in this section"}]},{"id":"JQcDG9WZDfsHRuxG0MzG","title":"Bootstrap a judge before GEPA","pathname":"/more-in-this-section-6/bootstrap-judges","siteSpaceId":"sitesp_HAMsU","icon":"seedling","description":"Bootstrap a judge before GEPA — what to ship in week one when you don't yet have labeled data.","breadcrumbs":[{"label":"More in this section"}]},{"id":"Smd7wkuN3pKBjEYPQhtS","title":"Build your judge library","pathname":"/more-in-this-section-6/build-judge-library","siteSpaceId":"sitesp_HAMsU","icon":"gavel","description":"Guide — build a shared judge library across your org.","breadcrumbs":[{"label":"More in this section"}]},{"id":"idHzyrZbfzO3fWaQSeim","title":"Author a custom code grader","pathname":"/more-in-this-section-6/custom-code-scorer-1","siteSpaceId":"sitesp_HAMsU","icon":"code","description":"Guide — author a custom code grader.","breadcrumbs":[{"label":"More in this section"}]},{"id":"iY0lgB9uO3aNuGHDLqc7","title":"Detect and remove flaky scorers","pathname":"/more-in-this-section-6/remove-flaky-scorers","siteSpaceId":"sitesp_HAMsU","icon":"bug-slash","description":"Guide — detect and remove flaky scorers.","breadcrumbs":[{"label":"More in this section"}]},{"id":"g28iVm67tlRhITUJMSZu","title":"Standardize judges across teams","pathname":"/more-in-this-section-6/standardize-judges","siteSpaceId":"sitesp_HAMsU","icon":"scale-balanced","description":"Guide — standardize judges across teams.","breadcrumbs":[{"label":"More in this section"}]},{"id":"gfl2gkoxvawYfQm3joHN","title":"Improve (workflow)","pathname":"/9.-improve-tune-the-system/workflow","siteSpaceId":"sitesp_HAMsU","icon":"arrow-trend-up","description":"Stage 5 — Improve. Tune prompts, judges, and configurations. Re-run.","breadcrumbs":[{"label":"9. Improve — tune the system"}]},{"id":"FVESGg00lzYC6pGiY4J7","title":"Premium surfaces","pathname":"/9.-improve-tune-the-system/premium-surfaces","siteSpaceId":"sitesp_HAMsU","description":"","breadcrumbs":[{"label":"9. Improve — tune the system"}]},{"id":"cCshTcTwDSSHFQupGv6d","title":"Judge Optimization (GEPA)","pathname":"/9.-improve-tune-the-system/judge-optimization","siteSpaceId":"sitesp_HAMsU","icon":"wand-magic-sparkles","description":"GEPA judge optimization — automatically tune your judge rubric to match labeled ground truth.","breadcrumbs":[{"label":"9. Improve — tune the system"}]},{"id":"16FXDbevrxXNwHGUrONp","title":"Tutorials","pathname":"/9.-improve-tune-the-system/tutorials","siteSpaceId":"sitesp_HAMsU","description":"","breadcrumbs":[{"label":"9. Improve — tune the system"}]},{"id":"KluLrsA4IGnkP91E3A3M","title":"Tutorial 5: Optimize a judge with GEPA","pathname":"/9.-improve-tune-the-system/05-gepa-optimize","siteSpaceId":"sitesp_HAMsU","icon":"wand-magic-sparkles","description":"Tutorial 5 — Optimize a judge with GEPA so its verdicts match your team's labels.","breadcrumbs":[{"label":"9. Improve — tune the system"}]},{"id":"TEf3tfM0gO4CItAvbrf9","title":"Cookbook","pathname":"/9.-improve-tune-the-system/cookbook","siteSpaceId":"sitesp_HAMsU","description":"","breadcrumbs":[{"label":"9. Improve — tune the system"}]},{"id":"dqjjY2OEsm9kgeNVEjHk","title":"GEPA basics","pathname":"/9.-improve-tune-the-system/gepa-basics","siteSpaceId":"sitesp_HAMsU","icon":"wand-magic-sparkles","description":"Recipe — judge optimization basics. Pointer to the SDK judge_optimization sample.","breadcrumbs":[{"label":"9. Improve — tune the system"}]},{"id":"jQK3cmHoaF4GhrO04SyL","title":"GEPA holdout","pathname":"/9.-improve-tune-the-system/gepa-holdout","siteSpaceId":"sitesp_HAMsU","icon":"vials","description":"Recipe — held-out validation when running judge optimization, to detect over-fit.","breadcrumbs":[{"label":"9. Improve — tune the system"}]},{"id":"XbaQdhXQuD1FQ5Yj6I26","title":"GEPA iterative labeling","pathname":"/9.-improve-tune-the-system/gepa-iterative-labeling","siteSpaceId":"sitesp_HAMsU","icon":"arrows-rotate","description":"Recipe — iteratively label examples and re-optimize judges as your bar evolves.","breadcrumbs":[{"label":"9. Improve — tune the system"}]},{"id":"htKWCkLtkmocNclQiWAY","title":"Daily smoke eval","pathname":"/9.-improve-tune-the-system/daily-smoke-eval","siteSpaceId":"sitesp_HAMsU","icon":"clock","description":"Recipe — daily smoke evaluation against a representative trace set, scheduled by your own cron.","breadcrumbs":[{"label":"9. Improve — tune the system"}]},{"id":"SAYIWYUAfN1HBu6iBapM","title":"Quarterly rebench","pathname":"/9.-improve-tune-the-system/quarterly-rebench","siteSpaceId":"sitesp_HAMsU","icon":"calendar","description":"Recipe — quarterly model re-evaluation as the frontier moves.","breadcrumbs":[{"label":"9. Improve — tune the system"}]},{"id":"UArTj4y9abFSB4khY4CM","title":"Guides","pathname":"/more-in-this-section-7/guides","siteSpaceId":"sitesp_HAMsU","description":"","breadcrumbs":[{"label":"More in this section"}]},{"id":"cl1EfUI3JaTllUE7Pema","title":"Cost-control levers","pathname":"/more-in-this-section-7/cost-control-levers","siteSpaceId":"sitesp_HAMsU","icon":"coins","description":"Cost-control levers in Stratix — prompt caching pass-through, batch judges, sampling, BYOK.","breadcrumbs":[{"label":"More in this section"}]},{"id":"JMTnmMDMj6fMeOZyol88","title":"Curate a regression test set","pathname":"/more-in-this-section-7/curate-regression-set","siteSpaceId":"sitesp_HAMsU","icon":"filter","description":"Guide — curate a regression test set from production traces.","breadcrumbs":[{"label":"More in this section"}]},{"id":"NdwZ7RG9oadwp83qo6L6","title":"Optimize a judge with GEPA","pathname":"/more-in-this-section-7/optimize-judge-gepa","siteSpaceId":"sitesp_HAMsU","icon":"wand-magic-sparkles","description":"Guide — optimize a judge with GEPA.","breadcrumbs":[{"label":"More in this section"}]},{"id":"JSOF7VpJkNT76HOfs1Nn","title":"Reduce evaluation cost","pathname":"/more-in-this-section-7/reduce-eval-cost","siteSpaceId":"sitesp_HAMsU","icon":"coins","description":"Guide — reduce evaluation cost without losing signal.","breadcrumbs":[{"label":"More in this section"}]},{"id":"mzAd2m1Wr4BqWoutlBNX","title":"Integrations landing","pathname":"/10.-integrate-connect-your-stack/10-integrate","siteSpaceId":"sitesp_HAMsU","icon":"plug","description":"Stratix integrations — platform integrations (Stratix Premium), SDK auto-instrumentation (stratix-python), CI/CD, BYOK.","breadcrumbs":[{"label":"10. Integrate — connect your stack"}]},{"id":"3MgIy3n3xyB6onTJWJIO","title":"Frameworks","pathname":"/10.-integrate-connect-your-stack/frameworks","siteSpaceId":"sitesp_HAMsU","description":"","breadcrumbs":[{"label":"10. Integrate — connect your stack"}]},{"id":"JcZBtVeRLl45tk5aUOQo","title":"LangChain","pathname":"/10.-integrate-connect-your-stack/framework-langchain","siteSpaceId":"sitesp_HAMsU","icon":"link","description":"LangChain integration — emit Stratix traces from LangChain chains.","breadcrumbs":[{"label":"10. Integrate — connect your stack"}]},{"id":"wW9642j1VYlVMXwk1xy9","title":"LlamaIndex","pathname":"/10.-integrate-connect-your-stack/framework-llamaindex","siteSpaceId":"sitesp_HAMsU","icon":"link","description":"LlamaIndex integration — RAG pipeline traces in Stratix.","breadcrumbs":[{"label":"10. Integrate — connect your stack"}]},{"id":"NSzMVkE25FgW4PLKtNq3","title":"Haystack","pathname":"/10.-integrate-connect-your-stack/framework-haystack","siteSpaceId":"sitesp_HAMsU","icon":"link","description":"Haystack integration — emit traces from Haystack pipelines.","breadcrumbs":[{"label":"10. Integrate — connect your stack"}]},{"id":"XpikYtqtRnBC5L5LLIQp","title":"DSPy","pathname":"/10.-integrate-connect-your-stack/framework-dspy","siteSpaceId":"sitesp_HAMsU","icon":"link","description":"DSPy integration — emit traces from DSPy programs.","breadcrumbs":[{"label":"10. Integrate — connect your stack"}]},{"id":"cUQiK4vJDLzjmDPnmOQQ","title":"OpenAI Assistants","pathname":"/10.-integrate-connect-your-stack/framework-openai-assistants","siteSpaceId":"sitesp_HAMsU","icon":"link","description":"OpenAI Assistants integration — capture run traces.","breadcrumbs":[{"label":"10. Integrate — connect your stack"}]},{"id":"Aq1t3K2lS0DkMqtdaTPB","title":"Vercel AI SDK","pathname":"/10.-integrate-connect-your-stack/framework-vercel-ai-sdk","siteSpaceId":"sitesp_HAMsU","icon":"link","description":"Vercel AI SDK integration — emit traces from Next.js applications.","breadcrumbs":[{"label":"10. Integrate — connect your stack"}]},{"id":"KdEcBSfQF2C8tEJFZh4q","title":"Anthropic SDK","pathname":"/10.-integrate-connect-your-stack/framework-anthropic-sdk","siteSpaceId":"sitesp_HAMsU","icon":"link","description":"Anthropic SDK integration — capture Messages API calls.","breadcrumbs":[{"label":"10. Integrate — connect your stack"}]},{"id":"aWRfwTfOhbuq9s97RwkQ","title":"Custom Python","pathname":"/10.-integrate-connect-your-stack/framework-custom-python","siteSpaceId":"sitesp_HAMsU","icon":"link","description":"Custom Python integration — wrap your own agent.","breadcrumbs":[{"label":"10. Integrate — connect your stack"}]},{"id":"dxNkXKnd5abjJ8uywvjX","title":"LLM providers","pathname":"/10.-integrate-connect-your-stack/llm-providers","siteSpaceId":"sitesp_HAMsU","description":"","breadcrumbs":[{"label":"10. Integrate — connect your stack"}]},{"id":"2jk7sk0yKJoBajCdYUAw","title":"OpenAI","pathname":"/10.-integrate-connect-your-stack/provider-openai","siteSpaceId":"sitesp_HAMsU","icon":"cube","description":"OpenAI integration — models, BYOK, instrumentation.","breadcrumbs":[{"label":"10. Integrate — connect your stack"}]},{"id":"fABwWy6eBjzafo1VAzFO","title":"Anthropic","pathname":"/10.-integrate-connect-your-stack/provider-anthropic","siteSpaceId":"sitesp_HAMsU","icon":"cube","description":"Anthropic integration — Claude models, BYOK, instrumentation.","breadcrumbs":[{"label":"10. Integrate — connect your stack"}]},{"id":"SOngo9roJdZHq2I2yUC5","title":"Google","pathname":"/10.-integrate-connect-your-stack/provider-google","siteSpaceId":"sitesp_HAMsU","icon":"cube","description":"Google integration — Gemini models.","breadcrumbs":[{"label":"10. Integrate — connect your stack"}]},{"id":"fhf87ZqmtpHfC6fQXHXS","title":"Mistral","pathname":"/10.-integrate-connect-your-stack/provider-mistral","siteSpaceId":"sitesp_HAMsU","icon":"cube","description":"Mistral integration — Mistral models.","breadcrumbs":[{"label":"10. Integrate — connect your stack"}]},{"id":"R9F7zdNIdGmFXuHQGt2b","title":"Meta","pathname":"/10.-integrate-connect-your-stack/provider-meta","siteSpaceId":"sitesp_HAMsU","icon":"cube","description":"Meta integration — Llama models.","breadcrumbs":[{"label":"10. Integrate — connect your stack"}]},{"id":"rlgpiAVCoajSLNIHXj0j","title":"Observability","pathname":"/10.-integrate-connect-your-stack/observability","siteSpaceId":"sitesp_HAMsU","description":"","breadcrumbs":[{"label":"10. Integrate — connect your stack"}]},{"id":"ec84b6ZCOTtzeu12rVDe","title":"OpenTelemetry","pathname":"/10.-integrate-connect-your-stack/opentelemetry","siteSpaceId":"sitesp_HAMsU","icon":"chart-line","description":"OpenTelemetry — convert OTel spans to Stratix traces.","breadcrumbs":[{"label":"10. Integrate — connect your stack"}]},{"id":"vGDsO75h6T8m5qZKfIHu","title":"Partner clouds (BYOK / OpenAI-compatible)","pathname":"/10.-integrate-connect-your-stack/partner-clouds","siteSpaceId":"sitesp_HAMsU","icon":"cloud","description":"Partner-cloud integrations — Fireworks, Nebius, SambaNova, MLflow.","breadcrumbs":[{"label":"10. Integrate — connect your stack"}]},{"id":"UN5MK7KIJo65yBERbruM","title":"Cookbook","pathname":"/10.-integrate-connect-your-stack/cookbook","siteSpaceId":"sitesp_HAMsU","description":"","breadcrumbs":[{"label":"10. Integrate — connect your stack"}]},{"id":"0lWUeJipVPqmaFAv6oh9","title":"Send results to S3","pathname":"/10.-integrate-connect-your-stack/integration-s3-export","siteSpaceId":"sitesp_HAMsU","icon":"aws","description":"Recipe — export evaluation results to S3.","breadcrumbs":[{"label":"10. Integrate — connect your stack"}]},{"id":"tDryjWQXnFs6lLSrQoEy","title":"Send results to BigQuery","pathname":"/10.-integrate-connect-your-stack/integration-bigquery-export","siteSpaceId":"sitesp_HAMsU","icon":"google","description":"Recipe — stream evaluation results into BigQuery.","breadcrumbs":[{"label":"10. Integrate — connect your stack"}]},{"id":"LGwxQhc4UHKvUeNwsisi","title":"Send results to Snowflake","pathname":"/10.-integrate-connect-your-stack/integration-snowflake-export","siteSpaceId":"sitesp_HAMsU","icon":"snowflake","description":"Recipe — load Stratix results into Snowflake.","breadcrumbs":[{"label":"10. Integrate — connect your stack"}]},{"id":"Ze2J4f7PqM66luEHZImm","title":"VS Code","pathname":"/more-in-this-section-8/ide-vscode","siteSpaceId":"sitesp_HAMsU","icon":"code","description":"VS Code extension.","breadcrumbs":[{"label":"More in this section"}]},{"id":"iiNL0tYGBPLqLmuTs2oI","title":"Fireworks AI","pathname":"/more-in-this-section-8/partner-fireworks","siteSpaceId":"sitesp_HAMsU","icon":"fire","description":"Fireworks AI integration.","breadcrumbs":[{"label":"More in this section"}]},{"id":"gcc1TNbhyId5bXlYpJ3n","title":"MLflow gateway","pathname":"/more-in-this-section-8/partner-mlflow","siteSpaceId":"sitesp_HAMsU","icon":"cloud","description":"MLflow gateway integration.","breadcrumbs":[{"label":"More in this section"}]},{"id":"f6yaGLpFifH4FcU4ISo2","title":"Nebius","pathname":"/more-in-this-section-8/partner-nebius","siteSpaceId":"sitesp_HAMsU","icon":"cloud","description":"Nebius integration.","breadcrumbs":[{"label":"More in this section"}]},{"id":"N1sA49y4cRooa8vu8SmV","title":"SambaNova Cloud","pathname":"/more-in-this-section-8/partner-sambanova","siteSpaceId":"sitesp_HAMsU","icon":"cloud","description":"SambaNova Cloud integration.","breadcrumbs":[{"label":"More in this section"}]},{"id":"vfYizX1jgBQKIy9yqMsd","title":"Admin","pathname":"/11.-admin/11-admin","siteSpaceId":"sitesp_HAMsU","icon":"gear","description":"Admin — workspace administration for org admins, security leads, and IT.","breadcrumbs":[{"label":"11. Admin"}]},{"id":"vygtM5hiVZGUyUkONAT1","title":"Notifications","pathname":"/11.-admin/notifications","siteSpaceId":"sitesp_HAMsU","icon":"bell","description":"In-app and email notifications in Stratix Premium — evaluations, traces, threshold crossings.","breadcrumbs":[{"label":"11. Admin"}]},{"id":"ty0X1eqxSUGVc9gJ03uw","title":"Settings","pathname":"/11.-admin/settings","siteSpaceId":"sitesp_HAMsU","icon":"gear","description":"The Stratix Premium Settings surface — account, organizations, billing, integrations, API keys.","breadcrumbs":[{"label":"11. Admin"}]},{"id":"r1NJrfo7tqgtg4ndJlFS","title":"Organizations and multi-org","pathname":"/11.-admin/organizations","siteSpaceId":"sitesp_HAMsU","icon":"building","description":"Multi-org membership and switching in Stratix Premium.","breadcrumbs":[{"label":"11. Admin"}]},{"id":"jwaLf2a3gIjJT85k3C2L","title":"Team management","pathname":"/11.-admin/team-management","siteSpaceId":"sitesp_HAMsU","icon":"users-gear","description":"Invite teammates, manage roles, and watch seat utilization in Stratix Premium.","breadcrumbs":[{"label":"11. Admin"}]},{"id":"NVlQPcness8AxZaGa6lO","title":"ECU credits and billing","pathname":"/11.-admin/ecu-credits-billing","siteSpaceId":"sitesp_HAMsU","icon":"coins","description":"ECU credits, consumption, and billing in Stratix Premium.","breadcrumbs":[{"label":"11. Admin"}]},{"id":"StI9D6yR73awV7gjlfCv","title":"ECU credits — concept","pathname":"/11.-admin/concepts-ecu-credits","siteSpaceId":"sitesp_HAMsU","icon":"coins","description":"ECU credits — how compute consumption is metered and billed in Stratix Premium.","breadcrumbs":[{"label":"11. Admin"}]},{"id":"lYPc8ubA3w82qhH2Oayg","title":"Onboarding wizard","pathname":"/11.-admin/onboarding-wizard","siteSpaceId":"sitesp_HAMsU","icon":"wand-magic-sparkles","description":"The Stratix Premium onboarding wizard — tailored first-time setup based on your role and goals.","breadcrumbs":[{"label":"11. Admin"}]},{"id":"qtKbc6ZrvwOc8G0a1qXt","title":"In-app Assistant","pathname":"/11.-admin/in-app-assistant","siteSpaceId":"sitesp_HAMsU","icon":"comment-dots","description":"The in-app Assistant in Stratix Premium — context-aware help inline.","breadcrumbs":[{"label":"11. Admin"}]},{"id":"jpUyB0XKPdr3zDzKvXOy","title":"Show tutorial","pathname":"/11.-admin/show-tutorial","siteSpaceId":"sitesp_HAMsU","icon":"book-open-reader","description":"Re-run the Stratix Premium onboarding wizard at any time via Show tutorial.","breadcrumbs":[{"label":"11. Admin"}]},{"id":"rUwim9RhjZRKT1HCmjwD","title":"Switch toggle (Public/Premium)","pathname":"/11.-admin/switch-toggle","siteSpaceId":"sitesp_HAMsU","icon":"toggle-on","description":"The Switch toggle in Stratix Premium — flip between Public-only and Premium-augmented catalog views.","breadcrumbs":[{"label":"11. Admin"}]},{"id":"jWmmpoC7fcmE6KKGixs5","title":"Search (Premium)","pathname":"/11.-admin/search-premium","siteSpaceId":"sitesp_HAMsU","icon":"magnifying-glass","description":"The Stratix Premium global search — across catalog plus your org's private items.","breadcrumbs":[{"label":"11. Admin"}]},{"id":"AFU70FkArvS56z9Izw3P","title":"Guides","pathname":"/11.-admin/guides","siteSpaceId":"sitesp_HAMsU","description":"","breadcrumbs":[{"label":"11. Admin"}]},{"id":"gLGYazjP37OoGq3ad0WG","title":"Invite team","pathname":"/11.-admin/invite-team","siteSpaceId":"sitesp_HAMsU","icon":"user-plus","description":"Guide — invite teammates to your Stratix org.","breadcrumbs":[{"label":"11. Admin"}]},{"id":"YOiRWCzUSZgkLCUU5IIE","title":"Manage seats and roles","pathname":"/11.-admin/manage-seats-roles","siteSpaceId":"sitesp_HAMsU","icon":"users-gear","description":"Guide — manage seats and roles in your org.","breadcrumbs":[{"label":"11. Admin"}]},{"id":"9O0G5M6fkRVhm2DBykbz","title":"Manage ECU","pathname":"/11.-admin/manage-ecu","siteSpaceId":"sitesp_HAMsU","icon":"coins","description":"Guide — buy and manage ECU credits.","breadcrumbs":[{"label":"11. Admin"}]},{"id":"mD3CvDWkWHo0XXJd3ybb","title":"Rotate API key","pathname":"/11.-admin/rotate-api-key","siteSpaceId":"sitesp_HAMsU","icon":"rotate","description":"Guide — rotate a Stratix API key without downtime.","breadcrumbs":[{"label":"11. Admin"}]},{"id":"i10okrPiXtn26sD0gzUq","title":"Set up first org","pathname":"/11.-admin/setup-first-org","siteSpaceId":"sitesp_HAMsU","icon":"building","description":"Guide — set up your first Stratix organization.","breadcrumbs":[{"label":"11. Admin"}]},{"id":"g2p7osCktePhyFcr0rzD","title":"Set up notifications","pathname":"/11.-admin/setup-notifications","siteSpaceId":"sitesp_HAMsU","icon":"bell","description":"Guide — set up notifications and alerting.","breadcrumbs":[{"label":"11. Admin"}]},{"id":"ps1OnvqtNteIFar0Bsxe","title":"Set up Slack","pathname":"/11.-admin/setup-slack","siteSpaceId":"sitesp_HAMsU","icon":"slack","description":"Guide — set up Slack integration.","breadcrumbs":[{"label":"11. Admin"}]},{"id":"BDdx1vP3cJVeKKJei8Ox","title":"Set up SSO","pathname":"/11.-admin/setup-sso","siteSpaceId":"sitesp_HAMsU","icon":"lock","description":"Guide — set up SSO (SAML/OIDC) for your enterprise.","breadcrumbs":[{"label":"11. Admin"}]},{"id":"oq0JbegQscuesMrmH3Wf","title":"Audit-friendly evidence","pathname":"/11.-admin/audit-friendly-evidence","siteSpaceId":"sitesp_HAMsU","icon":"file-shield","description":"Guide — produce audit-friendly evaluation evidence per release.","breadcrumbs":[{"label":"11. Admin"}]},{"id":"QXIsCEVYbvYhwwWXnqOe","title":"Support","pathname":"/12.-support/12-support","siteSpaceId":"sitesp_HAMsU","icon":"life-ring","description":"Stratix support — channels, FAQ, troubleshooting, contact.","breadcrumbs":[{"label":"12. Support"}]},{"id":"dAz2YmW3NnPjm7ZSSNEK","title":"Best practices","pathname":"/12.-support/best-practices","siteSpaceId":"sitesp_HAMsU","icon":"star","description":"Stratix best practices — quick reference for new users.","breadcrumbs":[{"label":"12. Support"}]},{"id":"YlgyRqcnXJIhkjcunA55","title":"Community","pathname":"/12.-support/community","siteSpaceId":"sitesp_HAMsU","icon":"people-group","description":"Community channels — forums, Slack, docs feedback.","breadcrumbs":[{"label":"12. Support"}]},{"id":"fNF13Yu21y71Si3YZXWO","title":"Contact","pathname":"/12.-support/contact","siteSpaceId":"sitesp_HAMsU","icon":"envelope","description":"How to reach Stratix support.","breadcrumbs":[{"label":"12. Support"}]},{"id":"Wi0xNcKiKdQIHWTDKtie","title":"API troubleshooting","pathname":"/12.-support/api-troubleshooting","siteSpaceId":"sitesp_HAMsU","icon":"triangle-exclamation","description":"API-specific troubleshooting.","breadcrumbs":[{"label":"12. Support"}]},{"id":"jJGDhtn3gfg05pnGS0xd","title":"SDK troubleshooting","pathname":"/12.-support/sdk-troubleshooting","siteSpaceId":"sitesp_HAMsU","icon":"triangle-exclamation","description":"SDK-specific troubleshooting.","breadcrumbs":[{"label":"12. Support"}]},{"id":"5uW2Ve0VtOPsz1KrwcEX","title":"General troubleshooting","pathname":"/12.-support/troubleshooting","siteSpaceId":"sitesp_HAMsU","icon":"triangle-exclamation","description":"Common Stratix issues and fixes.","breadcrumbs":[{"label":"12. Support"}]},{"id":"XZRTAMbNLjdtstwpnlu0","title":"FAQ","pathname":"/12.-support/faq","siteSpaceId":"sitesp_HAMsU","icon":"circle-question","description":"Frequently-asked questions about Stratix.","breadcrumbs":[{"label":"12. Support"}]},{"id":"w6tdS7Y31YTGuC84ao5B","title":"Billing FAQ","pathname":"/12.-support/billing-faq","siteSpaceId":"sitesp_HAMsU","icon":"coins","description":"Billing FAQ — ECU, invoices, plans, upgrades.","breadcrumbs":[{"label":"12. Support"}]},{"id":"hXVAQpweyxZcgNVG7VRF","title":"Overview FAQ","pathname":"/12.-support/faq-overview","siteSpaceId":"sitesp_HAMsU","icon":"circle-question","description":"Quick FAQ for first-time visitors — what Stratix is, what it isn't, who it's for.","breadcrumbs":[{"label":"12. Support"}]},{"id":"K0tf2N1KZiWHb53w1K4k","title":"Glossary pointer","pathname":"/12.-support/glossary-pointer","siteSpaceId":"sitesp_HAMsU","icon":"book","description":"Pointer to the definitive Glossary.","breadcrumbs":[{"label":"12. Support"}]},{"id":"aWlJnqV0FJO2IpmesRNk","title":"Type stubs and IDE support","pathname":"/13.1-sdk-and-apis/type-stubs","siteSpaceId":"sitesp_HAMsU","icon":"code","description":"Type stubs and IDE autocomplete for the Stratix Python SDK.","breadcrumbs":[{"label":"13.1 SDK & APIs"}]},{"id":"5m3ZORHeFC3JOgUFhkoy","title":"Migrating SDK versions","pathname":"/13.1-sdk-and-apis/migrating-sdk-versions","siteSpaceId":"sitesp_HAMsU","icon":"arrow-right-arrow-left","description":"Migrate between Stratix SDK versions — breaking changes and replacement paths.","breadcrumbs":[{"label":"13.1 SDK & APIs"}]},{"id":"xzS3sxdpuzTnbwDKMWHZ","title":"API reference (REST)","pathname":"/13.1-sdk-and-apis/api","siteSpaceId":"sitesp_HAMsU","icon":"server","description":"REST API reference — same surface the dashboard and SDK use.","breadcrumbs":[{"label":"13.1 SDK & APIs"}]},{"id":"6ChxmX0qTilUTPnZzWJ3","title":"Trace JSON Schema","pathname":"/13.1-sdk-and-apis/trace-schema","siteSpaceId":"sitesp_HAMsU","icon":"brackets-curly","description":"Stratix Trace JSON Schema — formal specification of the trace payload.","breadcrumbs":[{"label":"13.1 SDK & APIs"}]},{"id":"w17IpUNulJVgLTNgNSn2","title":"CLI reference","pathname":"/13.1-sdk-and-apis/cli","siteSpaceId":"sitesp_HAMsU","icon":"terminal","description":"layerlens CLI reference — commands, arguments, examples.","breadcrumbs":[{"label":"13.1 SDK & APIs"}]},{"id":"pF0lWFfseWAFZXxdUGje","title":"Surfaces — where Stratix runs","pathname":"/13.2-surfaces/surfaces","siteSpaceId":"sitesp_HAMsU","icon":"window-maximize","description":"Stratix surfaces — every place you can interact with the platform.","breadcrumbs":[{"label":"13.2 Surfaces"}]},{"id":"DXUtykZtGWsRzSA2unAn","title":"Web (browser)","pathname":"/13.2-surfaces/web","siteSpaceId":"sitesp_HAMsU","icon":"window-maximize","description":"The Stratix web surface — anonymous Public catalog and signed-in Premium workspace at the same hostname.","breadcrumbs":[{"label":"13.2 Surfaces"}]},{"id":"cxLhbfVAgoJ4cPjqOPJ9","title":"Python SDK","pathname":"/13.2-surfaces/python-sdk","siteSpaceId":"sitesp_HAMsU","icon":"code","description":"The Stratix Python SDK — pip install layerlens --extra-index-url https://sdk.layerlens.ai/package, sync + async, 11 resources, 138 samples.","breadcrumbs":[{"label":"13.2 Surfaces"}]},{"id":"JjkNRkm2dd9Pny6UPSVG","title":"CLI","pathname":"/13.2-surfaces/cli","siteSpaceId":"sitesp_HAMsU","icon":"terminal","description":"The Stratix CLI — terminal access to evaluations, traces, and reports.","breadcrumbs":[{"label":"13.2 Surfaces"}]},{"id":"KRy7MfySYOubQ2AbDVdn","title":"REST API","pathname":"/13.2-surfaces/rest-api","siteSpaceId":"sitesp_HAMsU","icon":"server","description":"The Stratix REST API — same surface the dashboard and SDK use.","breadcrumbs":[{"label":"13.2 Surfaces"}]},{"id":"mGXAEUYJFirj2slB5j2t","title":"Concepts library","pathname":"/13.3-concepts-library-+-architecture/concepts-library","siteSpaceId":"sitesp_HAMsU","icon":"lightbulb","description":"Stratix concepts — the mental model behind models, evaluations, judges, scorers, traces, and ECU.","breadcrumbs":[{"label":"13.3 Concepts library + Architecture"}]},{"id":"Y9xEDlUwoIspwwwtjBgE","title":"Architecture deep dive","pathname":"/13.3-concepts-library-+-architecture/architecture","siteSpaceId":"sitesp_HAMsU","icon":"diagram-project","description":"How Stratix is built — catalog, evaluation engine, judge engine, trace pipeline, and the customer-facing experiences.","breadcrumbs":[{"label":"13.3 Concepts library + Architecture"}]},{"id":"N0xrl1xDp8o2yDckxaVk","title":"In-product Learning Portal","pathname":"/13.4-learning-portal/learning-portal","siteSpaceId":"sitesp_HAMsU","icon":"book","description":"Bridge from this documentation to the Stratix Premium Learning Portal.","breadcrumbs":[{"label":"13.4 Learning portal"}]},{"id":"gm3KU2XMBowtL9OAIN4O","title":"Library overview","pathname":"/13.4-learning-portal/library-overview","siteSpaceId":"sitesp_HAMsU","icon":"book-open","description":"Stratix Learning Library overview — what's in it and how to find content.","breadcrumbs":[{"label":"13.4 Learning portal"}]},{"id":"hzZyBLbetaxNuWIOwpu8","title":"Paths overview","pathname":"/13.4-learning-portal/paths-overview","siteSpaceId":"sitesp_HAMsU","icon":"signs-post","description":"Stratix Learning Paths overview — structured curricula by role.","breadcrumbs":[{"label":"13.4 Learning portal"}]},{"id":"YFSgzsmkflymw2nxr6Pe","title":"Premium Learning","pathname":"/13.4-learning-portal/learning","siteSpaceId":"sitesp_HAMsU","icon":"graduation-cap","description":"The Stratix Premium Learning surface — Library and Paths.","breadcrumbs":[{"label":"13.4 Learning portal"}]},{"id":"7CdiUWx7Ya3IpXspirva","title":"Premium Learning Library","pathname":"/13.4-learning-portal/learning-library","siteSpaceId":"sitesp_HAMsU","icon":"book","description":"The Stratix Premium Learning Library — curated articles, recipes, and walkthroughs.","breadcrumbs":[{"label":"13.4 Learning portal"}]},{"id":"dINe1WHqecbWb8AeL7Yl","title":"Premium Learning Paths","pathname":"/13.4-learning-portal/learning-paths","siteSpaceId":"sitesp_HAMsU","icon":"signs-post","description":"The Stratix Premium Learning Paths — structured curricula for builders, operators, and admins.","breadcrumbs":[{"label":"13.4 Learning portal"}]},{"id":"rizrtuToZujniQSuHzGZ","title":"Release notes","pathname":"/13.5-operational/release-notes","siteSpaceId":"sitesp_HAMsU","icon":"tag","description":"Stratix release notes — platform, SDK, dashboard, and samples.","breadcrumbs":[{"label":"13.5 Operational"}]},{"id":"jmfcDEeXYpuacZidFS60","title":"Latest releases","pathname":"/13.5-operational/latest","siteSpaceId":"sitesp_HAMsU","icon":"tag","description":"Latest Stratix platform releases.","breadcrumbs":[{"label":"13.5 Operational"}]},{"id":"1ZTpScqmYsesZznYlsbg","title":"Release archive","pathname":"/13.5-operational/archive","siteSpaceId":"sitesp_HAMsU","icon":"box-archive","description":"Historical release notes.","breadcrumbs":[{"label":"13.5 Operational"}]},{"id":"6zQZcBb0kB5JAUvOKiHi","title":"Status and reliability","pathname":"/13.5-operational/status","siteSpaceId":"sitesp_HAMsU","icon":"heart-pulse","description":"Stratix status, reliability, health endpoints, and incident communication.","breadcrumbs":[{"label":"13.5 Operational"}]},{"id":"dI4j8VLK9NGnTSiSNATQ","title":"System judge implementation reference","pathname":"/13.6-system-judges-implementation/system","siteSpaceId":"sitesp_HAMsU","icon":"gavel","description":"Implementation reference for Stratix system judges — record shape, scoring contracts, and how they run.","breadcrumbs":[{"label":"13.6 System judges (implementation)"}]},{"id":"1Wmh0MCOYQrAUnYMXm1v","title":"Faithfulness implementation","pathname":"/13.6-system-judges-implementation/faithfulness-implementation","siteSpaceId":"sitesp_HAMsU","icon":"shield-check","description":"The full Faithfulness system-judge rubric — scoring bands, inputs, output contract, and tuning.","breadcrumbs":[{"label":"13.6 System judges (implementation)"}]},{"id":"XIibUvJZ4dvz4Z4REsOf","title":"Api","pathname":"/more-in-this-section-9/api","siteSpaceId":"sitesp_HAMsU","breadcrumbs":[{"label":"More in this section"}]},{"id":"ZBeHEoLBPHtAzuXPG27W","title":"API keys","pathname":"/more-in-this-section-9/api-keys","siteSpaceId":"sitesp_HAMsU","icon":"key","description":"REST — API keys endpoints.","breadcrumbs":[{"label":"More in this section"}]},{"id":"EtOQpT3sv0sfEFPO6l6x","title":"Authentication","pathname":"/more-in-this-section-9/auth","siteSpaceId":"sitesp_HAMsU","icon":"lock","description":"API authentication — API keys, scopes, headers.","breadcrumbs":[{"label":"More in this section"}]},{"id":"8tq2M0z8ABX9Mh2f7rCY","title":"Benchmarks","pathname":"/more-in-this-section-9/benchmarks","siteSpaceId":"sitesp_HAMsU","icon":"gauge","description":"REST — Benchmarks endpoints.","breadcrumbs":[{"label":"More in this section"}]},{"id":"GAKP8z8v86iYw67qH4Vh","title":"BYOK custom models","pathname":"/more-in-this-section-9/byok-models","siteSpaceId":"sitesp_HAMsU","icon":"key","description":"REST — BYOK custom-model endpoints.","breadcrumbs":[{"label":"More in this section"}]},{"id":"0CqxgaCRjfWHFffAgJ2S","title":"Errors","pathname":"/more-in-this-section-9/errors","siteSpaceId":"sitesp_HAMsU","icon":"triangle-exclamation","description":"REST — error codes, response shape.","breadcrumbs":[{"label":"More in this section"}]},{"id":"rFpQRRUL4CBKM9ssMaB1","title":"Evaluations","pathname":"/more-in-this-section-9/evaluations","siteSpaceId":"sitesp_HAMsU","icon":"list-check","description":"REST — Evaluations endpoints.","breadcrumbs":[{"label":"More in this section"}]},{"id":"iRUWZd5LfaHkEWIAnya9","title":"Judge optimizations (GEPA)","pathname":"/more-in-this-section-9/judge-optimizations","siteSpaceId":"sitesp_HAMsU","icon":"wand-magic-sparkles","description":"REST — Judge optimization (GEPA) endpoints.","breadcrumbs":[{"label":"More in this section"}]},{"id":"e9Xdds3Ru81pqTdonwYB","title":"Judges","pathname":"/more-in-this-section-9/judges","siteSpaceId":"sitesp_HAMsU","icon":"gavel","description":"REST — Judges endpoints.","breadcrumbs":[{"label":"More in this section"}]},{"id":"zquq9U6cJYehO8ONGAlh","title":"Models","pathname":"/more-in-this-section-9/models","siteSpaceId":"sitesp_HAMsU","icon":"list","description":"REST — Models endpoints.","breadcrumbs":[{"label":"More in this section"}]},{"id":"2Rdzudm3BsFcw3r1Fr6K","title":"Notifications","pathname":"/more-in-this-section-9/notifications","siteSpaceId":"sitesp_HAMsU","icon":"bell","description":"REST — Notifications endpoints.","breadcrumbs":[{"label":"More in this section"}]},{"id":"DUtPZnuaGTWr0nBKnyfg","title":"Organizations","pathname":"/more-in-this-section-9/organizations","siteSpaceId":"sitesp_HAMsU","icon":"building","description":"REST — Organizations endpoints.","breadcrumbs":[{"label":"More in this section"}]},{"id":"K1ihjwJA960591nHJkEj","title":"Rate limits","pathname":"/more-in-this-section-9/rate-limits","siteSpaceId":"sitesp_HAMsU","icon":"gauge","description":"REST — rate limits and headers.","breadcrumbs":[{"label":"More in this section"}]},{"id":"OnEsGIWMdMaoAPt3b4cM","title":"Scorers","pathname":"/more-in-this-section-9/scorers","siteSpaceId":"sitesp_HAMsU","icon":"ruler","description":"REST — Scorers endpoints.","breadcrumbs":[{"label":"More in this section"}]},{"id":"AJiM0VrrUVwNIqDaWZEw","title":"Spaces","pathname":"/more-in-this-section-9/spaces","siteSpaceId":"sitesp_HAMsU","icon":"cubes","description":"REST — Spaces endpoints.","breadcrumbs":[{"label":"More in this section"}]},{"id":"ldaDRweL75l2wuO8CrEB","title":"Trace evaluations","pathname":"/more-in-this-section-9/trace-evaluations","siteSpaceId":"sitesp_HAMsU","icon":"list-check","description":"REST — Trace evaluations endpoints.","breadcrumbs":[{"label":"More in this section"}]},{"id":"wqeXgEGvqlg8fU4bdjEG","title":"Traces","pathname":"/more-in-this-section-9/traces","siteSpaceId":"sitesp_HAMsU","icon":"route","description":"REST — Traces endpoints.","breadcrumbs":[{"label":"More in this section"}]},{"id":"aJ45Yzkv0haWd9qHMxoh","title":"Webhooks","pathname":"/more-in-this-section-9/webhooks","siteSpaceId":"sitesp_HAMsU","icon":"link","description":"REST — Webhook event payloads.","breadcrumbs":[{"label":"More in this section"}]},{"id":"4hmfgwNbHxcqT2qhlBHq","title":"Cli","pathname":"/more-in-this-section-9/cli","siteSpaceId":"sitesp_HAMsU","breadcrumbs":[{"label":"More in this section"}]},{"id":"VAORXQqJxdop3yFOXMGg","title":"layerlens benchmarks","pathname":"/more-in-this-section-9/benchmarks-1","siteSpaceId":"sitesp_HAMsU","icon":"gauge","description":"layerlens benchmarks — browse and upload.","breadcrumbs":[{"label":"More in this section"}]},{"id":"BtOHIsCR7aP6Mm5VzzE8","title":"layerlens config","pathname":"/more-in-this-section-9/config","siteSpaceId":"sitesp_HAMsU","icon":"gear","description":"layerlens config — multi-profile, env, output format.","breadcrumbs":[{"label":"More in this section"}]},{"id":"Spj6351LZAzgCqatz2vJ","title":"layerlens evaluate","pathname":"/more-in-this-section-9/evaluate","siteSpaceId":"sitesp_HAMsU","icon":"play","description":"layerlens evaluate — create and run an evaluation.","breadcrumbs":[{"label":"More in this section"}]},{"id":"tA2pSg69nLqfvbmV8yZN","title":"Examples","pathname":"/more-in-this-section-9/examples","siteSpaceId":"sitesp_HAMsU","icon":"book-open","description":"Common layerlens CLI command sequences.","breadcrumbs":[{"label":"More in this section"}]},{"id":"0rFD5xD4dDxIGQtpblbn","title":"CLI getting started","pathname":"/more-in-this-section-9/getting-started","siteSpaceId":"sitesp_HAMsU","icon":"play","description":"CLI getting started — install, login, first command.","breadcrumbs":[{"label":"More in this section"}]},{"id":"I8eMHfgcqKBeP2hqC3Lv","title":"layerlens judges","pathname":"/more-in-this-section-9/judges-1","siteSpaceId":"sitesp_HAMsU","icon":"gavel","description":"layerlens judges — create and manage LLM judges.","breadcrumbs":[{"label":"More in this section"}]},{"id":"3SPltt9R2DQjEPSai0cZ","title":"layerlens login","pathname":"/more-in-this-section-9/login","siteSpaceId":"sitesp_HAMsU","icon":"lock","description":"layerlens login — interactive authentication.","breadcrumbs":[{"label":"More in this section"}]},{"id":"flqXNoeAAAvutr0hotjj","title":"layerlens models","pathname":"/more-in-this-section-9/models-1","siteSpaceId":"sitesp_HAMsU","icon":"list","description":"layerlens models — browse the catalog.","breadcrumbs":[{"label":"More in this section"}]},{"id":"OGqD8Yo41HIWh5PqqHhP","title":"layerlens scorers","pathname":"/more-in-this-section-9/scorers-1","siteSpaceId":"sitesp_HAMsU","icon":"ruler","description":"layerlens scorers — manage code graders.","breadcrumbs":[{"label":"More in this section"}]},{"id":"z019lWu93E0Hb7fkSkr5","title":"layerlens trace-evaluate","pathname":"/more-in-this-section-9/trace-evaluate","siteSpaceId":"sitesp_HAMsU","icon":"list-check","description":"layerlens trace-evaluate — score a trace set.","breadcrumbs":[{"label":"More in this section"}]},{"id":"a6CgYOCVyVQQl728TuCs","title":"layerlens traces","pathname":"/more-in-this-section-9/traces-1","siteSpaceId":"sitesp_HAMsU","icon":"route","description":"layerlens traces — upload and browse traces.","breadcrumbs":[{"label":"More in this section"}]},{"id":"hHPN4jNMzotFOFRIAo2L","title":"Screenshots","pathname":"/more-in-this-section-9/screenshots","siteSpaceId":"sitesp_HAMsU","breadcrumbs":[{"label":"More in this section"}]},{"id":"09jk2aSNFKJhsPI0zkRQ","title":"Screenshot inventory","pathname":"/more-in-this-section-9/screenshots-1","siteSpaceId":"sitesp_HAMsU","icon":"camera","description":"Screenshot inventory and capture conventions.","breadcrumbs":[{"label":"More in this section"}]},{"id":"xejOFfI2MTJkLmxZQZVQ","title":"Sdk Python","pathname":"/more-in-this-section-9/sdk-python","siteSpaceId":"sitesp_HAMsU","breadcrumbs":[{"label":"More in this section"}]},{"id":"5JgEa6o1yHG3qwzX9yoa","title":"LangChain framework adapter","pathname":"/more-in-this-section-9/frameworks-langchain","siteSpaceId":"sitesp_HAMsU","icon":"link","description":"LangChain framework adapter — LayerLensCallbackHandler for chains, agents, tools, and memory.","breadcrumbs":[{"label":"More in this section"}]},{"id":"66JcjoxlBVpkiUY4dlBW","title":"Async patterns","pathname":"/more-in-this-section-9/async-patterns","siteSpaceId":"sitesp_HAMsU","icon":"arrows-spin","description":"Async patterns — concurrency, gather, semaphore-bounded parallelism.","breadcrumbs":[{"label":"More in this section"}]},{"id":"dzpLql9OaIatj61nv7mm","title":"Authentication","pathname":"/more-in-this-section-9/authentication","siteSpaceId":"sitesp_HAMsU","icon":"lock","description":"SDK authentication — API keys, env vars, key scoping.","breadcrumbs":[{"label":"More in this section"}]},{"id":"PY8PZUfOT2v0zrBlGS7h","title":"CLI — Command Reference","pathname":"/more-in-this-section-9/commands","siteSpaceId":"sitesp_HAMsU","icon":"list","description":"Complete reference for every stratix CLI command — trace, judge, evaluate, scorer, space, bulk, ci.","breadcrumbs":[{"label":"More in this section"}]},{"id":"yGmJhpJUJqWWN7CeJvxW","title":"CLI — Workflow Examples","pathname":"/more-in-this-section-9/examples-1","siteSpaceId":"sitesp_HAMsU","description":"Fifteen copy-paste CLI workflows covering traces, judges, evaluations, bulk runs, CI, and cleanup.","breadcrumbs":[{"label":"More in this section"}]},{"id":"7WkLUfZdkEQJkzl3co1N","title":"CLI — Getting Started","pathname":"/more-in-this-section-9/getting-started-1","siteSpaceId":"sitesp_HAMsU","icon":"terminal","description":"SDK CLI getting started — installation, configuration, output formats, shell completion.","breadcrumbs":[{"label":"More in this section"}]},{"id":"YxeNMVuD8mCQJpEDnihG","title":"Client configuration","pathname":"/more-in-this-section-9/client","siteSpaceId":"sitesp_HAMsU","icon":"code","description":"Stratix / AsyncStratix client — construction, env vars, timeout, retries, per-request overrides.","breadcrumbs":[{"label":"More in this section"}]},{"id":"L336nPyKK7zJddZ3Q2ZZ","title":"Errors","pathname":"/more-in-this-section-9/errors-1","siteSpaceId":"sitesp_HAMsU","icon":"triangle-exclamation","description":"SDK exception hierarchy — StratixError → APIError → APIStatusError → HTTP-status-specific exceptions.","breadcrumbs":[{"label":"More in this section"}]},{"id":"OxCwYIE2PmbckirgnBZP","title":"Evaluations","pathname":"/more-in-this-section-9/evaluations-1","siteSpaceId":"sitesp_HAMsU","icon":"list-check","description":"client.evaluations — create benchmark and dataset evaluations, wait for completion, list, retrieve results.","breadcrumbs":[{"label":"More in this section"}]},{"id":"geDZ1kgA42ZfevdBUdsn","title":"Code Examples","pathname":"/more-in-this-section-9/examples-2","siteSpaceId":"sitesp_HAMsU","icon":"code","description":"Code examples index — runnable samples for evaluations, traces, judges, public catalog.","breadcrumbs":[{"label":"More in this section"}]},{"id":"LJj9IFjVxoARNvoRAgPr","title":"Creating Evaluations","pathname":"/more-in-this-section-9/creating-evaluations","siteSpaceId":"sitesp_HAMsU","icon":"play","description":"Create evaluations — sync, async, parallel, comparison, error handling.","breadcrumbs":[{"label":"More in this section"}]},{"id":"jXSaOc5rEmPDYERTiW1c","title":"Judges and Traces","pathname":"/more-in-this-section-9/judges-and-traces","siteSpaceId":"sitesp_HAMsU","icon":"gavel","description":"Examples for judges and traces — create, list, update, delete; upload traces; run trace evaluations.","breadcrumbs":[{"label":"More in this section"}]},{"id":"QDd5uXYZUF4ikwU32mdH","title":"Models and Benchmarks","pathname":"/more-in-this-section-9/models-and-benchmarks","siteSpaceId":"sitesp_HAMsU","icon":"database","description":"Browse, filter, create custom/smart, and manage models and benchmarks.","breadcrumbs":[{"label":"More in this section"}]},{"id":"ZTHKxwvUwwLTCrOKENEJ","title":"Public API","pathname":"/more-in-this-section-9/public-api","siteSpaceId":"sitesp_HAMsU","icon":"globe","description":"Public catalog examples — browse models, benchmarks, evaluations, compare results without auth scopes.","breadcrumbs":[{"label":"More in this section"}]},{"id":"pcOSbZCbfZQEa2dgpODK","title":"Retrieving Results","pathname":"/more-in-this-section-9/retrieving-results","siteSpaceId":"sitesp_HAMsU","icon":"download","description":"Retrieve evaluation results — paginated, bulk, and concurrent fetching patterns.","breadcrumbs":[{"label":"More in this section"}]},{"id":"y4pgUv8jeGoqyWhlDQRU","title":"Judge optimizations","pathname":"/more-in-this-section-9/judge-optimizations-1","siteSpaceId":"sitesp_HAMsU","icon":"wand-magic-sparkles","description":"client.judge_optimizations — automated judge optimization (GEPA-style). Estimate, create, get, apply.","breadcrumbs":[{"label":"More in this section"}]},{"id":"jiSJM7NnGeZVea1dxyBl","title":"Judges","pathname":"/more-in-this-section-9/judges-2","siteSpaceId":"sitesp_HAMsU","icon":"gavel","description":"client.judges — CRUD for evaluation judges, with version-on-update semantics.","breadcrumbs":[{"label":"More in this section"}]},{"id":"Yrg3HF1W0lQXfwnamaeM","title":"Models and benchmarks","pathname":"/more-in-this-section-9/models-benchmarks","siteSpaceId":"sitesp_HAMsU","icon":"list","description":"client.models and client.benchmarks — manage models, benchmarks, custom registrations, smart benchmarks.","breadcrumbs":[{"label":"More in this section"}]},{"id":"yxYhrqg7uxSQRgiAKgIg","title":"Notifications (SDK)","pathname":"/more-in-this-section-9/notifications-1","siteSpaceId":"sitesp_HAMsU","icon":"bell","description":"client.notifications — manage event subscriptions.","breadcrumbs":[{"label":"More in this section"}]},{"id":"uPJre6j8qDoXH7rJv0Gz","title":"Organizations (SDK)","pathname":"/more-in-this-section-9/organizations-1","siteSpaceId":"sitesp_HAMsU","icon":"building","description":"Multi-org switching from the SDK.","breadcrumbs":[{"label":"More in this section"}]},{"id":"WmbWGgBN9Bp0cxFBwrAe","title":"Pagination","pathname":"/more-in-this-section-9/pagination","siteSpaceId":"sitesp_HAMsU","icon":"list","description":"Pagination over large list endpoints.","breadcrumbs":[{"label":"More in this section"}]},{"id":"Uxy5X0yaEnaRcu3msemH","title":"Public client","pathname":"/more-in-this-section-9/public-client","siteSpaceId":"sitesp_HAMsU","icon":"globe","description":"PublicClient — read-only access to public catalog (models, benchmarks, evaluations, comparisons).","breadcrumbs":[{"label":"More in this section"}]},{"id":"i4mmRv1WqgjIeu6lPTTV","title":"Recipe: pagination over large result sets","pathname":"/more-in-this-section-9/pagination-1","siteSpaceId":"sitesp_HAMsU","icon":"list","description":"Recipe — pagination. Pointer to the SDK paginated_results sample.","breadcrumbs":[{"label":"More in this section"}]},{"id":"bGZlxiUGhaXKxOeL4Cxh","title":"Recipe: rate-limit handling","pathname":"/more-in-this-section-9/rate-limit-handling","siteSpaceId":"sitesp_HAMsU","icon":"gauge","description":"Recipe — rate-limit handling. Pointer to the SDK security guide.","breadcrumbs":[{"label":"More in this section"}]},{"id":"j4etfO8HSvy52O6GpLHe","title":"Recipe: retry and backoff","pathname":"/more-in-this-section-9/retry-backoff","siteSpaceId":"sitesp_HAMsU","icon":"rotate","description":"Recipe — retry and backoff. Pointer to the SDK's built-in retry behaviour.","breadcrumbs":[{"label":"More in this section"}]},{"id":"czlQm6iF9QD3GM1Nt49k","title":"Recipe: sync vs async clients","pathname":"/more-in-this-section-9/sync-async-clients","siteSpaceId":"sitesp_HAMsU","icon":"code","description":"Recipe — sync vs async client. Pointer to the SDK async_workflow sample.","breadcrumbs":[{"label":"More in this section"}]},{"id":"SElSlIk4GIPaIs0GFEpA","title":"SDK release notes","pathname":"/more-in-this-section-9/release-notes-sdk","siteSpaceId":"sitesp_HAMsU","icon":"tag","description":"SDK-specific release notes.","breadcrumbs":[{"label":"More in this section"}]},{"id":"B22PqBoVy3czIBpNaCvL","title":"Results","pathname":"/more-in-this-section-9/results","siteSpaceId":"sitesp_HAMsU","icon":"chart-line","description":"client.results — fetch evaluation results, with auto-pagination helpers.","breadcrumbs":[{"label":"More in this section"}]},{"id":"CtGNYhaEqD9PHOJ0Atvb","title":"Scorers","pathname":"/more-in-this-section-9/scorers-2","siteSpaceId":"sitesp_HAMsU","icon":"ruler","description":"client.scorers — LLM-backed scorers (model + prompt). CRUD reference.","breadcrumbs":[{"label":"More in this section"}]},{"id":"3GoNVZb8Wo8b3YJxgiv3","title":"Security","pathname":"/more-in-this-section-9/security","siteSpaceId":"sitesp_HAMsU","icon":"shield","description":"SDK security overview — API key management, data privacy, environment variables, rate limiting.","breadcrumbs":[{"label":"More in this section"}]},{"id":"gaX1lUsw6e7sRw3UVOVs","title":"API Key Management","pathname":"/more-in-this-section-9/api-key-management","siteSpaceId":"sitesp_HAMsU","icon":"key","description":"API key management — secure storage, environment variables,.env files, rotation.","breadcrumbs":[{"label":"More in this section"}]},{"id":"CVI8oMnKwTacpxw1Ljh0","title":"Data Privacy","pathname":"/more-in-this-section-9/data-privacy","siteSpaceId":"sitesp_HAMsU","icon":"lock","description":"Data privacy — what the SDK transmits, how to sanitize traces, logging redaction.","breadcrumbs":[{"label":"More in this section"}]},{"id":"emoFPhjplmE4a6ptBnr0","title":"Environment Variables","pathname":"/more-in-this-section-9/environment-variables","siteSpaceId":"sitesp_HAMsU","icon":"terminal","description":"Environment variables — required vars, OS-specific setup,.env file loading, verification.","breadcrumbs":[{"label":"More in this section"}]},{"id":"m3RYp9yghn5Rth6MlBYl","title":"Rate Limiting","pathname":"/more-in-this-section-9/rate-limiting","siteSpaceId":"sitesp_HAMsU","description":"Rate limiting — recognize 429 responses, handle RateLimitError, inspect retry headers.","breadcrumbs":[{"label":"More in this section"}]},{"id":"zYKYZi0myLoiPHIH4JJx","title":"Spaces (SDK)","pathname":"/more-in-this-section-9/spaces-1","siteSpaceId":"sitesp_HAMsU","icon":"cubes","description":"client.spaces — saved evaluation configurations.","breadcrumbs":[{"label":"More in this section"}]},{"id":"Ga7oRsrNaRMTpT6tdYL6","title":"Trace evaluations","pathname":"/more-in-this-section-9/trace-evaluations-1","siteSpaceId":"sitesp_HAMsU","icon":"list-check","description":"client.trace_evaluations — run a judge against a trace, poll, retrieve results, estimate cost.","breadcrumbs":[{"label":"More in this section"}]},{"id":"QHggKnbaPuH2hCxhnc3L","title":"Traces","pathname":"/more-in-this-section-9/traces-2","siteSpaceId":"sitesp_HAMsU","icon":"route","description":"client.traces — upload trace files (JSON/JSONL, ≤50 MB), retrieve, list, delete.","breadcrumbs":[{"label":"More in this section"}]},{"id":"30bxgPXRcJ5WIMTVq2n8","title":"SDK troubleshooting","pathname":"/more-in-this-section-9/troubleshooting","siteSpaceId":"sitesp_HAMsU","icon":"triangle-exclamation","description":"SDK troubleshooting — installation, authentication, evaluation, trace upload, timeouts.","breadcrumbs":[{"label":"More in this section"}]},{"id":"qEekRIKqY0i3gQwuxWhl","title":"Troubleshooting","pathname":"/more-in-this-section-9/troubleshooting-1","siteSpaceId":"sitesp_HAMsU","icon":"triangle-exclamation","description":"SDK troubleshooting index — authentication, common issues, error codes.","breadcrumbs":[{"label":"More in this section"}]},{"id":"BxpRgkX1fLvZBNm4HoJW","title":"Authentication Problems","pathname":"/more-in-this-section-9/authentication-1","siteSpaceId":"sitesp_HAMsU","icon":"lock","description":"Authentication troubleshooting — 401 errors, invalid keys, missing configuration.","breadcrumbs":[{"label":"More in this section"}]},{"id":"ULrsig26uTMYlA0VAyPq","title":"Common Issues","pathname":"/more-in-this-section-9/common-issues","siteSpaceId":"sitesp_HAMsU","icon":"wrench","description":"Common SDK issues — installation, client init, evaluations, trace upload, timeouts, network.","breadcrumbs":[{"label":"More in this section"}]},{"id":"eikB1BeMSROoROvdZwTM","title":"Error Codes Reference","pathname":"/more-in-this-section-9/error-codes","siteSpaceId":"sitesp_HAMsU","icon":"list-tree","description":"SDK error codes — full StratixError exception hierarchy and HTTP status mapping.","breadcrumbs":[{"label":"More in this section"}]},{"id":"j9GPX5NHGI3kiytckMxd","title":"Type models (Pydantic)","pathname":"/more-in-this-section-9/type-models","siteSpaceId":"sitesp_HAMsU","icon":"cube","description":"SDK Pydantic models — exhaustive list of types exported from the layerlens package.","breadcrumbs":[{"label":"More in this section"}]},{"id":"dNTJkJcGwELExaLOD3VK","title":"Versioning","pathname":"/more-in-this-section-9/versioning","siteSpaceId":"sitesp_HAMsU","icon":"tag","description":"SDK versioning, compatibility, deprecation policy.","breadcrumbs":[{"label":"More in this section"}]},{"id":"MJBBAOTpWYw5JVEN8oo9","title":"Webhooks","pathname":"/more-in-this-section-9/webhooks-1","siteSpaceId":"sitesp_HAMsU","icon":"link","description":"Stratix webhooks — receive events at your endpoint.","breadcrumbs":[{"label":"More in this section"}]}]}