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How do you review a 180,000-line Claude Code generated pull-request? AI coding tools like Claude, Github Copilot, and Codex are generating unreviewable slop code pull requests and quietly building technical debt in your codebase, but the Claude Codebase leak proved a few new ways to clean up messy Claude generated software. We shipped a 180,000-line Claude-generated PR and learned the hard way. Here's how we fixed our dev process: moving QA earlier in the pipeline, and two prompting tricks that
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AI agents default to generating code. Ponytail makes your agent ask whether it should. Before writing anything, the skill forces it to reason like the laziest senior developer in the room — the one who knows the best code is the code you never wrote. Can this be done by deleting something? Reusing what exists? Not building it at all? Less code, less surface area, fewer bugs. The senior-engineer instinct, bottled into a skill. #github #opensource
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