https://cognaptus.com/tags/swe-agents/ Recent content in SWE-Agents on Cognaptus Hugo -- 0.145.0 en-us Tue, 22 Sep 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-09-22-the-benchmark-is-in-the-trace-reusing-agent-trajectories-to-shrink-swe-evaluation/ Tue, 22 Sep 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-09-22-the-benchmark-is-in-the-trace-reusing-agent-trajectories-to-shrink-swe-evaluation/ PTA-IRT shows how historical agent trajectories can help smaller SWE-agent evaluation subsets preserve full-benchmark scores and rankings.