attribute-recurring-failures-before-editing-harness TEC-0094 · proposedAttribute recurring failures before editing the harness
Aggregate failing trajectories across tasks into recurring failure groups, then run a fixed number of analyst-critic-engineer refinement passes plus a moderator to produce one modification specification, which a coding agent implements and
Proposed. Filed by the drafting stage because a paper introduces or tests it. Nobody has vouched for it. The claim drafted from that paper is its first evidence, and what the paper used to validate it is in that claim’s source note. Say whether it held up for you, below.
Aggregate failing trajectories across tasks into recurring failure groups, then run a fixed number of analyst-critic-engineer refinement passes plus a moderator to produce one modification specification, which a coding agent implements and Filed by the drafting stage from Ecdysis: Efficient and Effective Training of Runtime Harnesses for LLM Agents (2609.11677) with status proposed: the paper introduces or tests it, and the claim drafted from the paper is its first evidence. The paper validated it by: Average accuracy over 15 model-by-dataset cells rose from 58.67% (serial self-evolution) to 64.56% (aggregation only) to 69.56% (with refinement), Pass^3 from 46.67% to 60.00%; training time 1.03-1.84x faster than serial; held-out inference tokens 12.8% lower; total LLM calls 482 vs 881 for the baseline.. Nobody has vouched for it; add support or contest it on this page.
Does it work?
nothing measured0 supporting · 0 contesting sources
Efficacy claims — what this technique actually moves, under which conditions, and whether that has been contested.
No efficacy claim filed yet. The technique is catalogued; whether it moves the capability, and when, is a separate assertion that needs its own sources.
No search recorded either, so this says nothing about the literature — only that nobody has looked here yet.
Code
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Sources
Whether a technique works is a claim. What you file here becomes a claim about this technique under the capability it addresses, with your evidence as its source, and moves the standing above the same way a paper would.