# Search & Persona Index

## By persona

### Builder

*"I'm building an AI feature and want it to be good."*

* [Personalized onboarding](/2.-get-started/personalized-onboarding.md)
* [Your first evaluation](/2.-get-started/first-evaluation.md)
* [Your first judge](/2.-get-started/first-judge.md)
* [Tutorial: First evaluation in 10 minutes](/8.-evaluate-score-the-outputs/01-first-evaluation.md)
* [Workflow: Instrument](/9.-improve-tune-the-system/workflow.md)
* [Cookbook recipes](/2.-get-started/all-cookbook-recipes.md)
* [Python SDK reference](/6.-build-wire-your-code/sdk-python.md)
* [Integrations](https://github.com/LayerLens/gitbook-full/blob/main/assets/screenshots/README.md)

### Operator

*"I run live AI in production and need to keep it healthy."*

* [Continuous evaluation](/7.-observe-see-whats-happening/continuous-evaluation.md)
* [Trace evaluations](/8.-evaluate-score-the-outputs/trace-evaluations.md)
* [Workflow: Observe](/9.-improve-tune-the-system/workflow.md)
* [Workflow: Evaluate](/9.-improve-tune-the-system/workflow.md)
* [AI quality gates in CI/CD](/4.1-general-use-cases/ai-quality-gates-cicd.md)
* [Tutorial: Wire CI/CD quality gates](/6.-build-wire-your-code/03-cicd-gates.md)
* [Status and reliability](https://github.com/LayerLens/gitbook-full/blob/main/13-reference/status/README.md)

### Researcher

*"I want to know which model is best for my use case."*

* [Stratix Public](https://github.com/LayerLens/gitbook-full/blob/main/assets/screenshots/README.md)
* [Models catalog](/5.-select-pick-the-model/models-catalog.md)
* [Compare models](/5.-select-pick-the-model/compare-models.md)
* [Public evaluations](/5.-select-pick-the-model/public-evaluations.md)
* [Quarterly reports](/5.-select-pick-the-model/quarterly-reports.md)
* [Browse the leaderboard](/5.-select-pick-the-model/leaderboard.md)
* [Benchmarks catalog](/5.-select-pick-the-model/benchmarks-catalog.md)

### Admin

*"I'm setting up Stratix for my team."*

* [Sign up](/2.-get-started/sign-up.md)
* [Organizations and multi-org](https://github.com/LayerLens/gitbook-full/blob/main/13-reference/sdk-python/organizations.md)
* [Team management](/11.-admin/team-management.md)
* [ECU credits and billing](/11.-admin/ecu-credits-billing.md)
* [Settings](/11.-admin/settings.md)
* [Enterprise](https://github.com/LayerLens/gitbook-full/blob/main/assets/screenshots/README.md)
* [Security and compliance](https://github.com/LayerLens/gitbook-full/blob/main/assets/screenshots/README.md)

### Buyer

*"I'm evaluating Stratix for purchase."*

* [What is LayerLens Stratix?](/1.-introduction/what-is-layerlens-stratix.md)
* [Three experiences](/1.-introduction/three-experiences.md)
* [How Stratix compares](/1.-introduction/how-stratix-compares-deep.md)
* [Pricing](https://github.com/LayerLens/gitbook-full/blob/main/assets/screenshots/README.md)
* [Industry patterns](/4.2-industry-use-cases/travel-hospitality.md)
* [Use cases](/4.1-general-use-cases/general.md)
* [Enterprise](https://github.com/LayerLens/gitbook-full/blob/main/assets/screenshots/README.md)
* [Security and compliance](https://github.com/LayerLens/gitbook-full/blob/main/assets/screenshots/README.md)

## By goal

| I want to...                    | Go to                                                                                       |
| ------------------------------- | ------------------------------------------------------------------------------------------- |
| Browse 175+ models              | [Models catalog](/5.-select-pick-the-model/models-catalog.md)                               |
| Compare two models head-to-head | [Compare models](/5.-select-pick-the-model/compare-models.md)                               |
| Run my first evaluation         | [Tutorial 1](/8.-evaluate-score-the-outputs/01-first-evaluation.md)                         |
| Build a custom LLM judge        | [Tutorial 2](/8.-evaluate-score-the-outputs/02-first-judge.md)                              |
| Optimize a judge with GEPA      | [Tutorial 5](/9.-improve-tune-the-system/05-gepa-optimize.md)                               |
| Wire evals into CI/CD           | [Tutorial 3](/6.-build-wire-your-code/03-cicd-gates.md)                                     |
| Evaluate live traces            | [Tutorial 4](/8.-evaluate-score-the-outputs/04-score-traces.md)                             |
| Use my own LLM key              | [BYOK custom models](/5.-select-pick-the-model/byok-custom-models.md)                       |
| Migrate from LangSmith          | [From LangSmith](/6.-build-wire-your-code/from-langsmith.md)                                |
| Migrate from Braintrust         | [From Braintrust](/6.-build-wire-your-code/from-braintrust.md)                              |
| Set up SSO                      | **Enterprise SSO** (Enterprise tier — contact sales)                                        |
| Understand pricing              | [Pricing](https://github.com/LayerLens/gitbook-full/blob/main/assets/screenshots/README.md) |
| File a support ticket           | [Support](https://github.com/LayerLens/gitbook-full/blob/main/assets/screenshots/README.md) |

## By source surface

| Surface                            | Section                                                                                                                |
| ---------------------------------- | ---------------------------------------------------------------------------------------------------------------------- |
| `stratix.layerlens.ai` (anonymous) | [Stratix Public](https://github.com/LayerLens/gitbook-full/blob/main/assets/screenshots/README.md)                     |
| `stratix.layerlens.ai` (logged-in) | [Stratix Premium](https://github.com/LayerLens/gitbook-full/blob/main/05-select/catalog/premium-workspace-overview.md) |
| Python SDK                         | [Python SDK](/6.-build-wire-your-code/sdk-python.md)                                                                   |
| REST API                           | [API reference](/13.1-sdk-and-apis/api.md)                                                                             |
| CLI                                | [CLI reference](/13.1-sdk-and-apis/cli.md)                                                                             |
| VS Code extension                  | [VS Code](/6.-build-wire-your-code/vscode-extension.md)                                                                |
| Slack                              | [Slack](/6.-build-wire-your-code/slack.md)                                                                             |
| Mobile                             | [Mobile](https://github.com/LayerLens/gitbook-full/blob/main/13-reference/surfaces/mobile.md)                          |


---

# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs.layerlens.ai/search-index.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
