Emilien エミリアン

@EmilienKopp

Professional Human Captcha - Code Architect

Commit activity

59 commits in the last 30 days

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My recent philosophy: instead of "making AI do the repetitive tasks" I try to have AI build a deterministic tool to do the task, and leave AI the least responsibility possible. Parsing files and collecting data: script. Giving me insight on the data: AI. Not AI from the top…
Working on an automation tool myself, and based on many many benchmarks & many tokens burned after, I realized it's better to leave the least decision making responsibility to them and take care of what can be done deterministically.
I like this approach. And keep the build process iterative: ship a first version of the script then improve it when you hit new edge cases.
Yes, I've found the better Claude models are pretty good at taking this approach automatically - they will reach for a tool or build one to undertake most repetitive tasks where a deterministic outcome is possible. But then again, I work almost exclusively inside Claude Code -…

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