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ops/ax/up.sh reads kube_context, registry, pools.default and the images path with `python -m openultrasast.plane.profile --print`, writes the runner digest to ops/k8s/profiles/kind-images.json instead of ~/.cache/.../runner-image, renders ops/ax/workerpool.yaml.tmpl from the profile's pool (POOL_NAME/REPLICAS/CPU/ MEMORY, WORKER_IMAGE), and keeps an existing pool and an ax CLI newer than its checkout instead of rebuilding them (ko and go install would refill several GB of Go cache on this disk). smoke-run.sh takes the runner from `--print images.runner` and runs the checkout's code with OUSAST_PYTHON. repin_templates reads the JSON images file (runner key; the one-line pin still reads). `--print images` returns the file path (the first live rerun fell over this). Templates and the generated validation-46 Tasks re-pinned to the rebuilt image (128 lines, one digest). Live: up.sh reran idempotently on kind in 38 s (every step kept except the runner build); smoke-run.sh done in 24 s on the new image, facts.json 451 B, summary.json 238 B delivered (record: benchmarks/measurements/2026-10-02-k8s-01-profile/). Gates: pytest 2010 passed, 42 skipped, exit 0; ruff check 0; ruff format 0; mypy 0; mkdocs build --strict 0. Co-Authored-By: Claude Fable 5.1 <[email protected]> Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo