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Releases: Mahalanobis-Systems/aot-evals
Releases · Mahalanobis-Systems/aot-evals
Release list
aot-evals 0.2.0
aot-evals run --resume RUN_IDcarries on a run that stopped or died partway, in place, instead
of starting over. Every (case, trial) with a final attempt is skipped, and the rest are appended
to the sameoutcomes.jsonl. Resume is refused if the run is finished, or if the agent commit,
the suite's commit, the env, the judges or the case set changed since the run started. A
truncated last line is dropped, and a case interrupted mid-retry is run again. The manifest
gets aresumedlist (at,pairs_done_before) and ajudges_enabledfield. Counts, cost and
observed models are now always recomputed fromoutcomes.jsonl. A stopped run prints the
resume command.- In
outcomes.jsonl, an attempt's check lines now come before its attempt line, so a crash
between them can't leave a final attempt without its checks.
aot-evals 0.1.1
- The discovery report's pillars read "Safe testing environment" and "Golden test cases"
(were "Safe testing env" and "Golden use cases"). Reports written with 0.1.0 still render
as before.
aot-evals 0.1.0
The first public release.
- Skills that take a team from no evals to a measured, comparable suite for their own agent:
/aot-evals:startis the one command to remember: it runsdiscover(Phase 1) when there
is no discovery report yet, and otherwisestatus, which routes toscope,build,
calibrate,runandreport(Phase 2, commands C0–C18). Onlystart,discoverandstatus
appear in the/menu; Claude loads the step skills as it reaches them. - A discovery page that opens with an overview: what AOT Evals does, a bottom line, three key
numbers, and the four things good evals rest on (business context, agent architecture, safe
testing env, golden use cases), each with what discovery found and what's still open. The
details follow, grouped by those four, then the next steps. - The
aot-evalsCLI: gates, import, allocation, screening, runs with per-trial outcomes and
operational counters, judge labelling (with a browser labelling page), calibration and
reliability, paired comparisons, coverage, redundancy,report.json, checkpoints and an
activity log.aot-evals demosets up a toy agent with a finished suite;aot-evals doctor
checks the environment. - Judge backends: System One (
POST /v1/systemone), Anthropic, and any command of your own. - Several agents per repository (
evals/agents/<agent>/), isolated runs that keep the agent
away from the cases, run pacing, and a stop when the agent's provider goes silent. - Pseudonymous milestone telemetry (Phase 1 started, discovery written, checkpoints, report built,
demo run), off whenever Claude Code's own telemetry is off, on cloud providers and in CI.
aot-evals telemetry status|show|off|on. What's sent and the opt-outs: SECURITY.md#telemetry. - The method reference,
docs/method.md.