All tutorials

Every Stratix tutorial — guided, end-to-end walkthroughs organized by workflow stage.

Tutorials are the guided learning path. Each one is end-to-end, sequenced, and produces something working. If you want the fastest possible first-touch instead, see Run your first evaluation in 5 minutes.

Tutorials are organized along the five stages of the Stratix workflow: Select, Build, Observe, Evaluate, Improve.

Select

Pick what you're evaluating — models, benchmarks, datasets. No standalone tutorial in this stage today; for guided model-selection flows, see the cookbook:

• Pick a model for a task

• Compare prompts on a small test set

Build

Get Stratix wired into your code or CI.

#	Tutorial	Time	What you'll have at the end
3	CI/CD quality gates	30 min	A GitHub Actions workflow that blocks merges on regression

Observe

Capture and route traces so they can be scored.

No standalone tutorial in this stage today. For trace ingestion, start with:

• Set up trace ingestion (guide)

• Backfill from existing logs (recipe)

• Schedule continuous trace evaluation (guide)

Evaluate

Score model runs and traces with judges and code graders.

#	Tutorial	Time	What you'll have at the end
1	First evaluation in 10 minutes	10 min	A scored model vs. benchmark, in UI and SDK
2	First judge	20 min	An LLM judge scoring a subjective dimension
4	Score live traces	30 min	Continuous evaluation running over production traffic

Improve

Tune judges, cut costs, harden regression protection.

#	Tutorial	Time	What you'll have at the end
5	GEPA-optimize a judge	45 min	An LLM judge with measurably higher human agreement

Reading order

If you're new, take them in numeric order — each builds on what came before.

1. First evaluation — Evaluate

2. First judge — Evaluate

3. CI/CD quality gates — Build

4. Score live traces — Evaluate / Observe

5. GEPA-optimize — Improve

Total time investment for all five: ~2.5 hours.

Where to next

• Top 5 starter recipes — same week-one outcomes, recipe-shaped instead of tutorial-shaped

• All cookbook recipes — 59 recipes by problem, framework, industry, integration

• All guides — task-oriented walkthroughs

• The Stratix workflow — the spine these tutorials map to