Hermes cuts agent codebase context cost by ~63% after Teknium's cleanup pass
Teknium · x · 2026-09-04
Teknium completed a large-scale cleanup of the Hermes Agent codebase, aimed not just at human readability but at reducing context tokens agents burn while reading the repo. Numbers after community review and internal testing:
- Median defining file size down 66%
- Average lookup tokens down 55%
- Multi-window reads down 71%
- Tasks hitting files too large for a 128k context: 1,589 → 0
- Total tokens if every task read the whole file: 985M → 361M
Roughly 63% less context for the same work. With 3,000+ contributors on Hermes, the docs and structure cleanup directly benefits any developer running agents on the codebase.
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