AI & LLM
Agent Loops in Claude Code: Knowing When to Stop
Jason Yang · 22 Jul, 2026
The hard part of a Claude Code agent loop isn't repeating work. It's a stop condition you can trust: convergent vs exploratory, and who enforces the verdict.
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AI Engineering
AI & LLM
Running Auto Research in Claude Code — A Bash-Driven Experiment Loop
Jason Yang · 22 Jul, 2026
Karpathy's autoresearch pattern rebuilt for Claude Code: a Bash loop that scores each AI-tried hypothesis, keeps improvements, and rolls back failures with git.
AI & LLM
Harness Engineering: Keeping AI From Running Wild
Jason Yang · 09 Jul, 2026
What an AI harness is and how to build one — validation, gates, and Generator ≠ Evaluator separation at each stage of the SDLC.
AI & LLM
The Four Layers of AI Engineering: From Prompts to Loops
Jason Yang · 08 Jul, 2026
AI engineering is more than prompts. A practical frame — prompt, context, harness, loop — walked through one example: an AI that reviews every PR.