Skills I've Built Playbooks For

58 recurring decisions and workflows I've built playbooks for as an AI engineer — problem framing, RAG, fine-tuning, agents, evals, and infra.

Skill	Category	Download
Problem statement analysis	Problem Framing & Strategy
RAG vs fine-tuning decision	Problem Framing & Strategy
Build vs buy (API vs self-host)	Problem Framing & Strategy
Cost-latency-accuracy tradeoff analysis	Problem Framing & Strategy
Scoping MVP vs production system	Problem Framing & Strategy
Data availability audit	Problem Framing & Strategy
Failure mode mapping before build	Problem Framing & Strategy
LLM selection by task	Model & Provider Selection
Model selection based on project constraints	Model & Provider Selection
Context window vs cost tradeoff	Model & Provider Selection

Showing 1–10 of 58

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