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Anthropic engineers spend 20 minutes planning before Claude Code writes a single line. The result was 22,000 lines of AI-generated code shipped to production, inside the codebase that trains the models we all use every day. The teams shipping the most AI code right now are the ones spending more time on planning than implementation. More upfront thinking, faster output. The receipts are real. Try Zencoder: https://zencoder.ai/?utm_source=zencoder_yt&utm_medium=shorts&utm_campaign=spec-first-workflow Discord: https://discord.gg/zencoder #aicoding #softwareengineering #anthropic #zencoder #devtools