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Reports: named files vote in where_to_look (dev Acc@1 0.249 → 0.298); LocAgent head-to-head; paper draft - #137

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Oct 9, 2026
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  • Named files: traceback frames (deepest first) + paths/unique file names a report mentions → third RRF vote (weight 2). SWE-bench dev 225: Acc@1/3/5/10 0.249/0.484/0.600/0.680 → 0.298/0.516/0.609/0.689; both dev halves agree; engine reproduces the prototype.
  • LocAgent head-to-head on their exact 274 Lite instances (rebuilt with locagent_subset.py): v1.2.0 0.474/0.708/0.752 vs Jina-Code-v2 0.434/0.712/0.803, Agentless+GPT-4o @5 0.745.
  • Research scripts (local-LLM stage via llama.cpp, priors), roadmap 13-roadmap-paper.fa.md, paper-draft.md.

Fourteen benchmark sets unchanged.

🤖 Generated with Claude Code

…c@1 0.249 -> 0.298)

A traceback's frames (deepest first) and the paths / unique file names a report
mentions, resolved against the index by longest unique path suffix, join the
long-report fusion as a third RRF vote at weight 2. SWE-bench dev (225):
Acc@1/3/5/10 0.249/0.484/0.600/0.680 -> 0.298/0.516/0.609/0.689 (prototype);
both halves of dev agree; the engine port reproduces it on dev-fast. Fourteen
sets unchanged.

Also: LocAgent's exact 274-instance Lite subset rebuilt (head-to-head: 0.474 /
0.708 / 0.752 vs Jina-Code-v2 0.434 / 0.712 / 0.803 and Agentless+GPT-4o @5
0.745), research scripts for a local-LLM stage (llama.cpp), the roadmap to the
paper and a living paper draft.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
@ParsaVictor
ParsaVictor merged commit 272fad0 into main Oct 9, 2026
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ParsaVictor deleted the phase-o/named-files branch October 9, 2026 09:03
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