# 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@sha256:412db0a1504af8f1b23a395af8d1dcbd152c1bb6d16594f2b733067163a31884" command: ["loop"] resources: requests: cpu: "250m" memory: "512Mi" limits: cpu: "1" memory: "1280Mi"