Overview
Overview of LayerLens Stratix — three experiences, the workflow spine, what's in the platform.
LayerLens Stratix is the AI evaluation platform for teams who need to know — before customers do — whether a model, a prompt, or an agent is good enough to ship. Three customer-facing experiences cover the full evaluation lifecycle: Stratix Public for anonymous research, Stratix Premium for team workflows, and the Python SDK for programmatic access.
Want to see Stratix in action? Schedule a 30-minute demo → — or jump straight into Stratix Public (no signup) and the Free tier of Premium.
The Stratix Workflow
Six stages from picking a model to governing it in production:
Select — review leaderboards and benchmarks; optionally compare candidates side-by-side.
Build — wire your code or agent to emit traces.
Observe — see real production behavior across surfaces.
Evaluate — score outputs with LLM judges, LLM-backed scorers, and code graders.
Improve — tune prompts and judges (GEPA); re-run.
Govern — enforce gates in CI/CD and across your org.
Every concept, how-to, tutorial, and recipe in these docs maps to one of these stages. Learn the workflow →
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