devwithjevJev Dynamically Adjusts Claude’s Reasoning
Jev is a classifier that scores each move from 0 to 1 and shifts Claude Opus 5 among LOW, MEDIUM, and HIGH reasoning mid-run.
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Bubo@bubosees𝕏
I GAVE CLAUDE A BRAIN THAT DECIDES HOW HARD TO THINK Not per session. Per step. Jev is a classifier that scores each move 0 to 1. Claude Opus 5 shifts between LOW, MEDIUM, and HIGH reasoning mid-run. Reading files. LOW. Twelve steps in a row. Then it cross-references modules. LOW to MEDIUM. Final analysis across 1,176 lines. MEDIUM to HIGH. 6 real bugs. 14 steps. $0.38. 160 lines of python, no framework, and one API beta you've never seen in a demo.
In a 14-step run, Claude’s final analysis covered 1,176 lines and found 6 real bugs. The implementation used 160 lines of Python, no framework, and an API beta.
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