Why Agent Feedback Stops Working and a Loss-Based Alternative: The Deep Twin Design
Why adding rules to an agent's skill file lowers results, why multi-agent splits compound errors, and an untested loss-based feedback design.
#prompt-engineering
3 posts tagged prompt-engineering
- Insights
- Insights
Claude Code Harness Audit: Finding Silent Failures in Hooks, npx, and YAML
A three-month drift audit of a Claude Code harness. Learn which failures stay silent and how to test hooks, avoid npx squatting, and validate YAML.
- Insights
Karpathy CLAUDE.md vs Anthropic's Opus 4.7 Guide: What to Add to Your Claude Code Setup
Compare Karpathy's four CLAUDE.md principles with Anthropic's Opus 4.7 guide, find the gaps, and get six concrete changes for your Claude Code setup.