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native input/output agent evals - #552

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breardon2011 wants to merge 2 commits into
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evals
Open

native input/output agent evals#552
breardon2011 wants to merge 2 commits into
mainfrom
evals

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@breardon2011 breardon2011 commented Jul 24, 2026

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Adds native input/output agent evals (Arize-style, in-product). Edge-owned: D1 (eval_datasets/runs/results) + api-edge routes + a resumable runner that drives the public /v3 API via an org token — so it's runtime-agnostic (flue, langgraph, etc.) with zero sessions-api changes. Code scorers: contains/equals/regex/outcome/tools/max_cost. UI: an Evals tab on AgentDetail to author datasets, run a suite, and drill into per-example scores/output/cost. Runner backstopped by a 5-min cron (no DO).

Brian Reardon and others added 2 commits July 24, 2026 08:53
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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breardon2011 marked this pull request as ready for review July 24, 2026 23:07
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2 participants