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DevOps

Success for DevOps Engineers

Chuka Ofili

14 Oct 2023 • 1 min read

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The demo that took 2 seconds instead of 12

Vector search is genuinely good at one particular thing. It finds chunks of text that sound similar to the question you've just asked it. That works fine until the answer depends on how several separate facts connect to each other.

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How I actually code with AI

My AI coding workflow, step by step: plan with a premium model, let it orchestrate cheaper sub-agents, give it a written coding protocol, and make it prove the work with tests and screenshots.

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The PR size that makes review work again

Past 300 lines, I'll be honest: I stop reviewing PRs myself. Two limits can help keep review real: try to keep PRs under 500 lines (300 for human eyes), and PR stacks to about six.

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