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Marius CiepluchandClaude Fable 5.1
4866665e5e
Requirements 3.1, 3.2, 3.3, 3.4, 3.5, 2.2, 7.1, 7.3 of ai-service-plane. - plane/reconciler.py (492 lines, test-counted): a Run's tasks submitted to ax in dependency order through the injectable `ax` CLI (apply / get task / delete task), serialize labels never overlapping, --workers, state.json with pending|running|suspended|done|failed|unfinished, a PID lock per run, done tasks skipped on rerun, unfinished tasks holding their dependants, a failed task halting the run. Budgets, inputs, output dir, artifact URL and the bound Model (annotation openultrasast.io/model; identity and priced parameters) go to the task as env in the rendered Task; consumed artifacts travel as files of a generated Workspace bound under /workspace. A threaded HTTP receiver takes each task's tar delivery, validating run/task and rejecting traversal. Outcome comes from the delivered summary.json (done only when every unit finished), never from ax's phase alone. status prints the token attribution table per task and Model from the summaries' usage fields (n/a, never an estimate) and writes attribution.json; doctor runs the four host checks. - plane/workspaces.py: one Workspace manifest per case pin of a population. - CLI: ousast plane run|status|doctor|workspaces. - tests/test_plane_reconciler.py: a fake ax executable drives the DAG; tests/test_plane_ax_live.py (marker ax) applies ops/ax/smoke-task.yaml on a live cluster and skips unless doctor passes. - Module audit rows and regenerated manifest. Co-Authored-By: Claude Fable 5.1 <[email protected]> Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo