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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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One of the most respected leaders in AI, Andrew Ng, said telling others to stop learning to code because “AI will automate it” might go down as some of the worst career advice ever. ✅ Yes, you should absolutely learn to code. ✅ Structured problem-solving is still one of the most valuable skills in the world. ❌ But the old way of learning—outdated bootcamps, generic online courses, even some college CS programs will slow you down. Spending 6 months learning HTML/CSS/React just to build simple web
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Getting paged is a normal part of software engineering tho, especially when you have services that are critical for the business. Doesn't matter how much redundancy, retries, etc you have, things can always go wrong. Working on stuff that's rily high impact like Amazon orders software is cool, but also entails nights like this. It's just apart of the GAME, no stresssss just lost sleep loll. happens #fyp #oncall #softwareengineer #techjobs
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