48 days ago · Tech · hide · Fediverse post

Thariq: Overall, increasing effort tends to reduce failures due to missing edgecases (purple blocks), but does not fix when the model has the wrong approach (blue blocks). Low: for when I want quick responses that are in the loop, e.g. brainstorming, sketching, easy changes Medium: for most of my regular software engineering work, e.g. new feature implementation. High: for work where verification is important or there are edge cases, e.g. fixing a bug in a brownfield codebase. Max: When I want Claude to operate fully autonomously to solve difficult problems, e.g. end to end building and verification of an app, finding security vulnerabilities in critical software. I find medium to be best for most of my build tasks with review/verify workflows running at higher efforts.

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