Kits
Workflow kits for practical AI model evaluation
Follow a role-based pack of lessons, exercises, lab playbooks, prompt sets, templates, and evidence routes. Each kit ends with a Markdown work document you can export and share.
Start here
Workflow kits
4 role-based kits
Each kit produces a paste-ready Markdown work document plus the evidence artifacts the role needs.
- intermediate180 min· 8 steps
developers
Developer model evaluation kit
Prepare a source-backed model evaluation plan before integration. Walks the developer learning path, the matching exercises, the prompt-testing + structured-output playbooks, the structured-extraction + instruction-following prompt sets, and the model evaluation plan + prompt test matrix templates.
Hosted-provider mapping noteComparison URL from /compare/buildModel evaluation plan (paste-ready Markdown)+3 moreOpen kit →
- intermediate200 min· 9 steps
automation specialists
Automation workflow testing kit
Prepare a safe testing workflow for AI-powered automation. Walks the automation-specialist learning path, the structured-output + pricing-references + testing lessons, three exercises, the automation workflow testing + regression playbooks, the automation-robustness + structured-extraction prompt sets, and the automation risk checklist + prompt test matrix templates.
Automation risk checklistPrompt test matrix with per-candidate observationsSafe model-use checklist for the pipeline under review+2 moreOpen kit →
- intermediate180 min· 7 steps
product teams
Product model selection kit
Turn a product use case into a reviewable model selection artifact. Walks the product manager learning path, four lessons covering use-case framing through benchmark limits, three exercises that produce pricing + lifecycle notes + the brief, the prompt-testing + long-context playbooks, two prompt sets, and the model evaluation plan template.
Use-case shortlist URLPricing-reference noteLifecycle risk note+2 moreOpen kit →
- intermediate200 min· 9 steps
governance teams
Governance review kit
Prepare a source / freshness / lifecycle review package for internal governance discussions. Walks the governance learning path, four lessons (lifecycle, status, benchmark limits, pricing), three exercises that produce the freshness checklist + lifecycle note + test plan, the regression + prompt-testing playbooks, the refusal-boundary + instruction-following prompt sets, and the evaluation plan + automation risk checklist templates.
Source freshness checklistLifecycle review noteData gap list+2 moreOpen kit →
What kits produce
Every kit walks a sequenced path; every walk ends with paste-ready Markdown plus deterministic URLs. The artifacts differ by role, but the shape stays the same: open the route, capture the output, paste into the brief.
- Hosted-provider mapping note
- Comparison URL from /compare/build
- Model evaluation plan (Markdown)
- Prompt test matrix (Markdown)
- Decision evidence brief (Markdown)
- Source freshness checklist
- Lifecycle review note
- Automation risk checklist
- External test plan
What workflow kits do not promise
- No model recommendations or rankings. Kits walk the evidence; the reader's team makes the decision.
- No live pricing quotes. Pricing rows referenced inside the kit are sourced references with retrievedAt dates.
- No production-readiness guarantee. The kit ends with an external test plan — running those tests is the team's responsibility.
- No compliance certification, legal advice, or vendor endorsement.
- No SEO ranking guarantees or automation reliability guarantees.
- No accounts, no progress tracking, no course-completion certificates. Completion is the Markdown artifacts the kit puts in your hands.