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Post
Ben Vinegar
benv.ca
did:plc:fgvobcay3lzo64oymcnoekqk
✅ Yes the code matters
In experiments we ran, well-named and organized code can dramatically improve agent outcomes:
- fewer tokens spent/more context window preserved
- fewer confidently wrong answers developed
Verified against 14 model/harness combos incl Sol, Fable, GLM 5.2 and more
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2026-07-24T14:38:56.582Z