You give your AI coding agent a task. It gets to work. Thirty tool calls later you have code — and it’s not what you needed. The agent understood the words but missed the intent. It made a dozen small decisions that individually seemed reasonable, and collectively built the wrong thing. This isn’t a capability […]

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If you take one thing from Claude Code, make it this: Explore → Plan → Code → Commit. The developers who skip straight to “write me the code,” then spend the next hour arguing with the output. This workflow exists to prevent that. Explore Before writing a single line, Claude needs context. Without it, you get […]

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“Keep It Simple” is old advice. It got interesting again the moment anyone could generate 500 lines of code in 30 seconds. KISS says systems and tasks should be as straightforward as possible. No unnecessary complexity. Fewer moving parts, fewer things to break, fewer things to hold in your head. It was good advice when […]

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AI coding agents are fast, but they cut corners. Agent Skills is an open-source project by Addy Osmani that gives agents the same structured workflows senior engineers follow, from spec to ship. This post breaks down how it works, explains the Google engineering principles it builds on (Hyrum’s Law, Chesterton’s Fence, the Beyonce Rule, Shift […]

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Anthropic shipped Code Review for Claude Code on March 9, 2026. A team of agents runs a deep review on every pull request. They built it for themselves first, then opened it as a research preview for Team and Enterprise customers. The announcement from Anthropic put it plainly: Code output per Anthropic engineer is up […]

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