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research: measured Nession #1258 before/after handler locality experiment - #28
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October 10, 2026 12:24
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Refs BestNathan/nession#1258.
Completed measurements
6b7dcff69275b1e69ad6f8484240a41436db4cc5and accepted staging treatment696892d0cb003a507dde5f9b7087014db8f92e18.docs/topics/agent-native-repository-architecture/research/experiments/nession-server-handler-locality-2026-10/RESULTS.md.1,313,540 → 29,416, conservative file closure1,313,540 → 386,714; localized tests found for 2/4 tasks. All five owners correctly identified by known canonical identity.Methodological limits
This was not an AI coding-agent run. No token, context window, model calls, elapsed navigation, repair-loop, or software productivity effects have been measured. The result supports narrower known-Unit source retrieval only; findings remain bounded and explicitly document the relay.end exception. Further controlled agent A/B tasks are needed for any AI-productivity claim.
CI
ci,AI Native Benchmark Integrity, andNession Handler Locality Studyall successful on head1737b60cae22815777f2d01031e3a005e37a9bc1.