Discover AI Workflows

How to keep UX helpful while enforcing safety.

Code Review Agent Tools + loop + retries. readfile listfiles runtests

MCP Servers Filesystem, GitHub, Postgres, Browser.

JSON Output System Prompt Rules: 1) Return ONLY JSON 2) Exact schema 3) nulls for missing

Claude 3.5 Sonnet Highlights, costs, and implications.

Evals Automated metrics + LLMasjudge + human eval.

Model Comparison Claude: instructions + TS GPT4: debugging + JSON

Chain of Thought Prompting This technique dramatically improves reasoning capabilities in LLMs. Problem LLMs often fail at multistep reasoning. Solution Ask it to think step by step. Prompt