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Miner Wave 4 — AMS Hardening & Packaging
OpenJul 12, 2026
Due by July 15, 2026
•Last updated Robustness, observability, performance, feature-completeness, testing, and self-host packaging work for the Autonomous Miner System (AMS) — general hardening distinct from Wave 3's governor/loop/calibration mechanics. See the epic issue for full scope.
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Epic: Miner Wave 4 — AMS Hardening & Packaging
maintainer-onlyOwner-only work — yields no Gittensor points.Owner-only work — yields no Gittensor points.roadmapOn the Wave-2 agent-layer roadmap board (project 9)On the Wave-2 agent-layer roadmap board (project 9)Status: Open.#4825 In JSONbored/gittensory;Add signal/crash handling to the miner CLI
gittensor:featureGittensor-scored feature linked to a feature issue — scores a 0.25x multiplier.Gittensor-scored feature linked to a feature issue — scores a 0.25x multiplier.help wantedExtra attention is neededExtra attention is neededStatus: Open.#4826 In JSONbored/gittensory;Add a manual release/requeue escape hatch to the portfolio-queue CLI
gittensor:featureGittensor-scored feature linked to a feature issue — scores a 0.25x multiplier.Gittensor-scored feature linked to a feature issue — scores a 0.25x multiplier.help wantedExtra attention is neededExtra attention is neededStatus: Open.#4828 In JSONbored/gittensory;Add pagination to discovery fetches
gittensor:featureGittensor-scored feature linked to a feature issue — scores a 0.25x multiplier.Gittensor-scored feature linked to a feature issue — scores a 0.25x multiplier.help wantedExtra attention is neededExtra attention is neededStatus: Open.#4831 In JSONbored/gittensory;Add a real logging abstraction to the miner CLI
gittensor:featureGittensor-scored feature linked to a feature issue — scores a 0.25x multiplier.Gittensor-scored feature linked to a feature issue — scores a 0.25x multiplier.help wantedExtra attention is neededExtra attention is neededStatus: Open.#4835 In JSONbored/gittensory;Make CLI error paths respect
--jsongittensor:bugGittensor-scored bug fix — scores a 0.05x multiplier.Gittensor-scored bug fix — scores a 0.05x multiplier.help wantedExtra attention is neededExtra attention is neededStatus: Open.#4836 In JSONbored/gittensory;Surface rate-limit telemetry from
discovergittensor:featureGittensor-scored feature linked to a feature issue — scores a 0.25x multiplier.Gittensor-scored feature linked to a feature issue — scores a 0.25x multiplier.help wantedExtra attention is neededExtra attention is neededStatus: Open.#4837 In JSONbored/gittensory;Wire the existing miner-prediction Prometheus renderer into a real command
gittensor:featureGittensor-scored feature linked to a feature issue — scores a 0.25x multiplier.Gittensor-scored feature linked to a feature issue — scores a 0.25x multiplier.help wantedExtra attention is neededExtra attention is neededStatus: Open.#4838 In JSONbored/gittensory;Give AMS its own metrics/tracing surface
gittensor:featureGittensor-scored feature linked to a feature issue — scores a 0.25x multiplier.Gittensor-scored feature linked to a feature issue — scores a 0.25x multiplier.help wantedExtra attention is neededExtra attention is neededStatus: Open.#4839 In JSONbored/gittensory;Add cron/systemd/alerting guidance for unattended runs
gittensor:featureGittensor-scored feature linked to a feature issue — scores a 0.25x multiplier.Gittensor-scored feature linked to a feature issue — scores a 0.25x multiplier.help wantedExtra attention is neededExtra attention is neededStatus: Open.#4840 In JSONbored/gittensory;Add a push/scrape surface for the event ledger
gittensor:featureGittensor-scored feature linked to a feature issue — scores a 0.25x multiplier.Gittensor-scored feature linked to a feature issue — scores a 0.25x multiplier.help wantedExtra attention is neededExtra attention is neededStatus: Open.#4841 In JSONbored/gittensory;Add conditional-GET caching for policy-doc fetches
gittensor:featureGittensor-scored feature linked to a feature issue — scores a 0.25x multiplier.Gittensor-scored feature linked to a feature issue — scores a 0.25x multiplier.help wantedExtra attention is neededExtra attention is neededStatus: Open.#4842 In JSONbored/gittensory;Add a persisted cross-invocation cache of resolved policy verdicts
maintainer-onlyOwner-only work — yields no Gittensor points.Owner-only work — yields no Gittensor points.roadmapOn the Wave-2 agent-layer roadmap board (project 9)On the Wave-2 agent-layer roadmap board (project 9)Status: Open.#4843 In JSONbored/gittensory;Throttle discovery concurrency when rate-limit remaining gets low
gittensor:featureGittensor-scored feature linked to a feature issue — scores a 0.25x multiplier.Gittensor-scored feature linked to a feature issue — scores a 0.25x multiplier.help wantedExtra attention is neededExtra attention is neededStatus: Open.#4844 In JSONbored/gittensory;Add committed profiling/benchmarks for the miner package
gittensor:featureGittensor-scored feature linked to a feature issue — scores a 0.25x multiplier.Gittensor-scored feature linked to a feature issue — scores a 0.25x multiplier.help wantedExtra attention is neededExtra attention is neededStatus: Open.#4845 In JSONbored/gittensory;Reunify the miner-ui portfolio view with the CLI's own richer dashboard
gittensor:bugGittensor-scored bug fix — scores a 0.05x multiplier.Gittensor-scored bug fix — scores a 0.05x multiplier.help wantedExtra attention is neededExtra attention is neededStatus: Open.#4846 In JSONbored/gittensory;Add a
--dry-run/ simulate mode across the miner CLImaintainer-onlyOwner-only work — yields no Gittensor points.Owner-only work — yields no Gittensor points.roadmapOn the Wave-2 agent-layer roadmap board (project 9)On the Wave-2 agent-layer roadmap board (project 9)Status: Open.#4847 In JSONbored/gittensory;Wire claim-conflict resolution end-to-end
maintainer-onlyOwner-only work — yields no Gittensor points.Owner-only work — yields no Gittensor points.roadmapOn the Wave-2 agent-layer roadmap board (project 9)On the Wave-2 agent-layer roadmap board (project 9)Status: Open.#4848 In JSONbored/gittensory;Build the missing calibration-report join
gittensor:featureGittensor-scored feature linked to a feature issue — scores a 0.25x multiplier.Gittensor-scored feature linked to a feature issue — scores a 0.25x multiplier.help wantedExtra attention is neededExtra attention is neededStatus: Open.#4849 In JSONbored/gittensory;Wire WIP-cap-aware batch claiming into the real CLI path
gittensor:bugGittensor-scored bug fix — scores a 0.05x multiplier.Gittensor-scored bug fix — scores a 0.05x multiplier.help wantedExtra attention is neededExtra attention is neededStatus: Open.#4850 In JSONbored/gittensory;Build a governor pause/resume control surface
maintainer-onlyOwner-only work — yields no Gittensor points.Owner-only work — yields no Gittensor points.roadmapOn the Wave-2 agent-layer roadmap board (project 9)On the Wave-2 agent-layer roadmap board (project 9)Status: Open.#4851 In JSONbored/gittensory;Add a daemon/launcher for the miner-ui
gittensor:featureGittensor-scored feature linked to a feature issue — scores a 0.25x multiplier.Gittensor-scored feature linked to a feature issue — scores a 0.25x multiplier.help wantedExtra attention is neededExtra attention is neededStatus: Open.#4852 In JSONbored/gittensory;Rewrite the miner-ui Overview page
gittensor:featureGittensor-scored feature linked to a feature issue — scores a 0.25x multiplier.Gittensor-scored feature linked to a feature issue — scores a 0.25x multiplier.help wantedExtra attention is neededExtra attention is neededStatus: Open.#4853 In JSONbored/gittensory;Fix the portfolio view's data regression
gittensor:bugGittensor-scored bug fix — scores a 0.05x multiplier.Gittensor-scored bug fix — scores a 0.05x multiplier.help wantedExtra attention is neededExtra attention is neededStatus: Open.#4854 In JSONbored/gittensory;Surface claim/event/governor ledger data in the miner-ui
gittensor:featureGittensor-scored feature linked to a feature issue — scores a 0.25x multiplier.Gittensor-scored feature linked to a feature issue — scores a 0.25x multiplier.help wantedExtra attention is neededExtra attention is neededStatus: Open.#4855 In JSONbored/gittensory;