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Running a post-hoc multi-hour design session for my team today, in response to my 3-hour review of an MR (concluding it is obscenely heavy for what it does), opened by someone who hasn't had the opportunity to learn the language or codebase, because we rely on LLMs to ship features faster... hmmm

simonwillison.net/2026/Jun/11/... This is a great example of what I'm talking about. AI enthusiasts would likely get lost in everything the agent is doing; "look how productive it is! It's inventing whole debugging flows!" But step back, and you see it burned $12 in tokens on a 2-line CSS fix.

simonwillison.netClaude Fable is relentlessly proactiveAfter two days of experience with Claude Fable 5 I think the best way to describe it is relentlessly proactive. It knows a whole lot of tricks and it will …

Great piece something else to consider is the distinction between declarative & procedural knowledge & how it is the degradation of procedural knowledge that dampens a junior’s & senior’s coding skillset. Expropriation risks from cognitive offloading is another significant issue.

Precisely why I didn't listen to boosters who from last Dec claimed "this is a game-changer" and yet aren't held responsible on a daily basis for their code by other engs. Your hobby startup or optimization of the smallest repo at your employer doesn't count. Show me "sprint" 🤢 work that shipped.

This post is so good, my brain keeps tripping over how to adequately express just how good it is. Like, everybody needs to read this. Not only those outside of tech, but maybe, especially them. Subjectively, I feel like programmers are the canary in the AI coal mine.