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3d

How I guide Claude Code agents with 10-token questions instead of 800 lines of instructions

I built a system of hooks for Claude Code that injects short questions into the agent's context window at decision boundaries. It replaced hundreds of lines of CLAUDE.md instructions that agents would ignore once they were thousands of tokens deep in a conversation. The concept

Replacing 800 Lines of AI Agent Instructions with 10-Token Questions - DEV Community - Featured Image
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11Score: 11
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Community Avatar/python
14d

Project Showcase: pytest-gremlins, Fast-first mutation testing for Python

Code coverage is the metric everyone tracks and nobody questions. Hit 90% and CI goes green. Ship it. But coverage only measures what your tests execute. It says nothing about what they verify. Your tests can run a line 1000 times and still miss a bug on that line. Mutati

2Score: 2
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