# loop (harnessx-removal Req 6.3, design section 6): the improvement loop's singletons -- the generator appends the # step (snapshot, measure, propose, improve) to the command. No model, budget {usd: 0, calls: 0}; improve replays the # benchmark gate unchanged and delivers its verdict as gate.json. The image is digest-pinned. apiVersion: ax.io/v1alpha1 kind: Task metadata: name: loop atespace: default spec: image: "localhost:5001/ousast-runner@sha256:ebb40a9a0985bb0665a74cbaf3db5ab0c31efda369a5f5366c51f7c12fad68c8" command: ["loop"] resources: requests: cpu: "250m" memory: "512Mi" limits: cpu: "1" memory: "1280Mi"