Playbooks from the systems we ship.
Not recycled blog posts — these are the actual playbooks, templates, and starters we use on real engagements. Read them, use them, steal them.
RAG Evaluation Playbook
How to build an eval harness for a RAG system that actually catches regressions — retrieval hit rate, faithfulness, citation correctness, and CI gates.
MCP Server Starter
Production-shaped MCP server template in TypeScript: auth, scoping, rate limits, tracing, and deploy targets for Lambda, Azure Functions, and Cloudflare Workers.
LLM Cost Governance Checklist
The list of controls every production LLM system should have before traffic ramps — per-tenant budgets, caching layers, model routing, and cost attribution.
Hallucination Audit Template
A structured audit you can run in a day to quantify hallucination rate on a live LLM workflow and rank the fixes that will move the number most.
AI Cloud Landing Zone Guide
What a secure, observable AWS or Azure landing zone looks like before the first AI workload ships — networking, IAM, KMS, model endpoints, and CI/CD.
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