Take It From Here: Evaluating Coding Agents On Project Takeover
4.60T1 sourcearXiv cs.MA
Source record
Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2611.07307.
Pipeline notes
The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.
SummaryThe paper introduces ReqMemBench to evaluate coding agents taking over existing projects from interaction histories and new requests. Across six model-harness configurations, complete delivery remained below 10%; diagnostics reveal failures to reconstruct and update requirement states even when build and regression tests mostly pass.
Why it mattersOffers a concrete evaluation protocol for teams assessing whether coding agents can preserve prior requirements, reconstruct project state, and deliver requested changes.
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