{ "schema": "nested-family/v1", "generated_at": "2026-11-03T09:33:50Z", "generated_by": "scripts/tracking/nested_family.py via repo-tracking-collect.yml (single-writer)", "spec": { "doc": "docs/ops/NESTED-FAMILY.md", "grouping": "provider > model (verbatim, NOT_ESTABLISHED literal) > tasks; roles = distinct roles across the model's tasks", "task_link": "dispatch_id + run_id + source_ref (repo path of the dispatch record) = the run-id join" }, "sources": [ { "id": "records", "path": "experiments/doe/routed-dispatch/records/*.json", "records_read": 27, "records_used": 27 }, { "id": "campaign-records", "path": "experiments/doe/*/records/*.json", "records_read": 61, "records_used": 4 }, { "id": "stamps", "path": "experiments/doe/routed-dispatch/stamps/*.json", "records_read": 26, "records_used": 0 }, { "id": "intake", "path": "ops/3l0/intake.jsonl", "records_read": 27, "records_used": 0 }, { "id": "desk-usage", "path": "ops/challenge/desk-feed.json#traversals[].provider_usage", "records_read": 47, "records_used": 12 } ], "coverage": { "denominator": "ops/quota/registry.json \u00b7 lane=model \u00b7 distinct provider", "registry_records": 97, "registry_providers": 95, "with_dispatches": 6, "zero_dispatch": [ "aion", "cerebras", "Claude", "cloudflare", "deepinfra", "felo", "friendli", "g4f/AgentTools", "g4f/Airforce", "g4f/Antigravity", "g4f/Arena", "g4f/BingCreateImages", "g4f/BlackboxPro", "g4f/BlackForestLabs_Flux1Dev", "g4f/BlackForestLabs_Flux1KontextDev", "g4f/BraveSearch", "g4f/CachedSearch", "g4f/Cerebras", "g4f/ChatGPT", "g4f/Claude", "g4f/Cloudflare", "g4f/CohereForAI_C4AI_Command", "g4f/Copilot", "g4f/CopilotApp", "g4f/DeepInfra", "g4f/DeepSeek", "g4f/ElevenLabs", "g4f/G4FSpace", "g4f/Gemini", "g4f/GeminiCLI", "g4f/GeminiPro", "g4f/GithubCopilot", "g4f/GLM", "g4f/GoogleAiMode", "g4f/GoogleSearch", "g4f/Grok", "g4f/Groq", "g4f/HailuoAI", "g4f/HuggingChat", "g4f/HuggingFace", "g4f/HuggingFaceMedia", "g4f/HuggingSpace", "g4f/KiloCode", "g4f/LLM7", "g4f/MarkItDown", "g4f/MetaAI", "g4f/MetaAIAccount", "g4f/MicrosoftDesigner", "g4f/Nvidia", "g4f/Ollama", "g4f/OmniRoute", "g4f/OpenAIFM", "g4f/OpenRouterFree", "g4f/OperaAria", "g4f/Perplexity", "g4f/Pi", "g4f/Pollinations", "g4f/PollinationsAudio", "g4f/PollinationsImage", "g4f/Puter", "g4f/Qwen", "g4f/RelayRouter", "g4f/StabilityAI_SD35Large", "g4f/TeachAnything", "g4f/WhiteRabbitNeo", "g4f/You", "g4f/Yqcloud", "github", "google", "gpt4free/CLIProxyAPI/Chapito/ai-manus", "groq", "huggingface", "kilo", "llm7", "meta", "modelscope", "novita", "nvidia", "omni", "openrouter", "ovhcloud", "requesty", "routeway", "sambanova", "siliconflow", "typhoon", "xfyun", "xkiro", "zai" ], "unregistered_dispatch_providers": [ "Jules", "Muse", "Muse Spark (seat-build) \u2014 via Swarm/Scout capability dispatch", "claude-muse", "command-dispatch", "gemini", "gemini-cli", "github-actions", "jules" ] }, "summary": { "providers": 16, "models": 20, "roles": 4, "tasks": 43, "dispatches": 31, "registry_providers": 95, "zero_dispatch_providers": 89, "by_outcome": { "(prose state \u2014 verbatim in tasks)": 4, "passed": 23, "failed": 3, "observed": 1 }, "by_source": { "desk-usage": 12, "records": 27, "campaign-records": 4 } }, "providers": [ { "provider": "DeepSeek", "models": [ { "model": "NOT ESTABLISHED", "roles": [ "contribution-desk dispatch (per-dispatch)" ], "monikers": [ "[MUSEai]@{role:{challenge-entries-manager}}" ], "contexts": [ "Staged pass unblocked by D1 seat 2026-11-01; note text pulled verbatim from the live Builder article by desk (Gate was entries' article-note text \u2014 entries had already published it)" ], "task_count": 1, "tasks": [ { "task_class": "desk-traversal", "role": "contribution-desk dispatch (per-dispatch)", "moniker": "[MUSEai]@{role:{challenge-entries-manager}}", "context": "Staged pass unblocked by D1 seat 2026-11-01; note text pulled verbatim from the live Builder article by desk (Gate was entries' article-note text \u2014 entries had already published it)", "dispatch_id": null, "run_id": null, "workflow": null, "session_id": "41301295882", "ts": null, "outcome": { "status": "STALLED \u2014 never invoked \u00d72 (runs 41301295882 + 41321691938: tunnel-unresolved skip at Start; Poll skipped; \u2205 work product). Re-dispatch decision (desk, posture): \u2205 further re-fires into a down tunnel; task submitted to the system as issue #3215; tunnel escalated \u21d2 Swarm", "gate_call": null, "confirmed": null }, "instance_key": "challenge-entries-manager/d1-studysprint-v020-notes-deepseek/d88b4a1800bd", "first_pass": null, "origin": null, "pr": null, "field_sources": {}, "source": "desk-usage", "source_ref": "ops/challenge/desk-feed.json#traversals[D1].provider_usage" } ] } ], "model_count": 1, "task_count": 1, "zero_dispatch": false }, { "provider": "Jules", "models": [ { "model": "NOT ESTABLISHED", "roles": [ "contribution-desk dispatch (per-dispatch)" ], "monikers": [ "[MUSEai]@{role:{challenge-entries-manager}}" ], "contexts": [ "D1 BATCH spec from D1 seat 07d68c43 (owner order via manager: BATCH ALL TRIGGERABLE at production builds)", "issue #2626 (D1 iteration backlog) + jules label via agent-jules-on-issues" ], "task_count": 2, "tasks": [ { "task_class": "desk-traversal", "role": "contribution-desk dispatch (per-dispatch)", "moniker": "[MUSEai]@{role:{challenge-entries-manager}}", "context": "issue #2626 (D1 iteration backlog) + jules label via agent-jules-on-issues", "dispatch_id": null, "run_id": null, "workflow": null, "session_id": "17326020844735872479", "ts": null, "outcome": { "status": "landed (merged 2c0894d2e7d3; synced f7270f379fae)", "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": null, "pr": null, "field_sources": {}, "source": "desk-usage", "source_ref": "ops/challenge/desk-feed.json#traversals[D1].provider_usage" }, { "task_class": "desk-traversal", "role": "contribution-desk dispatch (per-dispatch)", "moniker": "[MUSEai]@{role:{challenge-entries-manager}}", "context": "D1 BATCH spec from D1 seat 07d68c43 (owner order via manager: BATCH ALL TRIGGERABLE at production builds)", "dispatch_id": null, "run_id": null, "workflow": null, "session_id": "16575382661216894510", "ts": null, "outcome": { "status": "COMPLETED \u2192 PR #3102 merged ca1e3bc34d1a (D1 PASS) \u2192 studysprint sync parity 23/23", "gate_call": null, "confirmed": null }, "instance_key": "challenge-entries-manager/d1-studysprint-reader-core/fcc968db0eed", "first_pass": null, "origin": null, "pr": null, "field_sources": {}, "source": "desk-usage", "source_ref": "ops/challenge/desk-feed.json#traversals[D1].provider_usage" } ] } ], "model_count": 1, "task_count": 2, "zero_dispatch": false }, { "provider": "Muse", "models": [ { "model": "Muse Spark 1.3", "roles": [ "builder" ], "monikers": [ "optimizations-assurance" ], "contexts": [ "fan-out wiring completion set (build-class)" ], "task_count": 3, "tasks": [ { "task_class": "build", "role": "builder", "moniker": "optimizations-assurance", "context": "fan-out wiring completion set (build-class)", "dispatch_id": "build-wire-provider-invoke-3411", "run_id": null, "workflow": "seat-dispatch (git-data API)", "session_id": null, "ts": "2026-11-02T00:39:10Z", "outcome": { "status": "passed", "gate_call": null, "confirmed": null }, "instance_key": "1a60e8329fb6c7300ce5611eb6b9a5009b959a9fa032d3f4a8cfbf7801ba0fdd", "first_pass": true, "origin": "live", "pr": 3411, "field_sources": { "workflow": "stamps" }, "source": "records", "source_ref": "experiments/doe/routed-dispatch/records/build-wire-provider-invoke-3411.json" }, { "task_class": "build", "role": "builder", "moniker": "optimizations-assurance", "context": "fan-out wiring completion set (build-class)", "dispatch_id": "build-wire-command-dispatch-3428", "run_id": null, "workflow": "seat-dispatch (git-data API)", "session_id": null, "ts": "2026-11-02T01:04:53Z", "outcome": { "status": "passed", "gate_call": null, "confirmed": null }, "instance_key": "1a60e8329fb6c7300ce5611eb6b9a5009b959a9fa032d3f4a8cfbf7801ba0fdd", "first_pass": true, "origin": "live", "pr": 3428, "field_sources": { "workflow": "stamps" }, "source": "records", "source_ref": "experiments/doe/routed-dispatch/records/build-wire-command-dispatch-3428.json" }, { "task_class": "build", "role": "builder", "moniker": "optimizations-assurance", "context": "fan-out wiring completion set (build-class)", "dispatch_id": "build-wire-gemini-invoke-3441", "run_id": null, "workflow": "seat-dispatch (git-data API)", "session_id": null, "ts": "2026-11-02T01:24:02Z", "outcome": { "status": "passed", "gate_call": null, "confirmed": null }, "instance_key": "1a60e8329fb6c7300ce5611eb6b9a5009b959a9fa032d3f4a8cfbf7801ba0fdd", "first_pass": true, "origin": "live", "pr": 3441, "field_sources": { "workflow": "stamps" }, "source": "records", "source_ref": "experiments/doe/routed-dispatch/records/build-wire-gemini-invoke-3441.json" } ] } ], "model_count": 1, "task_count": 3, "zero_dispatch": false }, { "provider": "Muse Spark (seat-build) \u2014 via Swarm/Scout capability dispatch", "models": [ { "model": "NOT_ESTABLISHED", "roles": [ "builder (fleet actor identity)" ], "monikers": [ "Chronicler \u00b7 RepoStory" ], "contexts": [ "desk traversal Repo-Story" ], "task_count": 1, "tasks": [ { "task_class": "desk-traversal", "role": "builder (fleet actor identity)", "moniker": "Chronicler \u00b7 RepoStory", "context": "desk traversal Repo-Story", "dispatch_id": null, "run_id": null, "workflow": null, "session_id": "build-repo-story-v0-20261102", "ts": null, "outcome": { "status": "completed \u2014 v0 PR #4 merged d2b23dfe7801 (\u00a78 PASS)", "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": null, "pr": null, "field_sources": {}, "source": "desk-usage", "source_ref": "ops/challenge/desk-feed.json#traversals[Repo-Story].provider_usage" } ] } ], "model_count": 1, "task_count": 1, "zero_dispatch": false }, { "provider": "baseten", "models": [ { "model": "NOT_ESTABLISHED", "roles": [ "builder" ], "monikers": [ "optimizations-assurance" ], "contexts": [ "certifications-unit l1-relational-databases-v9/061" ], "task_count": 1, "tasks": [ { "task_class": "certifications-unit", "role": "builder", "moniker": "optimizations-assurance", "context": "certifications-unit l1-relational-databases-v9/061", "dispatch_id": "cert-unit-41374860979", "run_id": 41374860979, "workflow": "cert-unit.yml", "session_id": null, "ts": "2026-11-02T01:54:34Z", "outcome": { "status": "failed", "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": "live", "pr": null, "field_sources": { "role": "stamps", "moniker": "stamps", "context": "stamps", "workflow": "stamps" }, "source": "records", "source_ref": "experiments/doe/routed-dispatch/records/cert-unit-41374860979.json" } ] } ], "model_count": 1, "task_count": 1, "zero_dispatch": false }, { "provider": "claude-muse", "models": [ { "model": "NOT_ESTABLISHED", "roles": [], "monikers": [], "contexts": [ "claude-authored-baseline" ], "task_count": 1, "tasks": [ { "task_class": null, "role": null, "moniker": null, "context": "claude-authored-baseline", "dispatch_id": "arm-M-baseline", "run_id": null, "workflow": null, "session_id": null, "ts": null, "outcome": { "status": null, "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": null, "pr": 2946, "field_sources": {}, "source": "campaign-records", "source_ref": "experiments/doe/apk-1-parallel-versioning/records/arm-M-baseline.json" } ] } ], "model_count": 1, "task_count": 1, "zero_dispatch": false }, { "provider": "cohere", "models": [ { "model": "NOT_ESTABLISHED", "roles": [ "builder" ], "monikers": [ "optimizations-assurance" ], "contexts": [ "certifications-unit l1-relational-databases-v9/061" ], "task_count": 1, "tasks": [ { "task_class": "certifications-unit", "role": "builder", "moniker": "optimizations-assurance", "context": "certifications-unit l1-relational-databases-v9/061", "dispatch_id": "cert-unit-41375368014", "run_id": 41375368014, "workflow": "cert-unit.yml", "session_id": null, "ts": "2026-11-02T02:02:27Z", "outcome": { "status": "failed", "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": "live", "pr": null, "field_sources": { "role": "stamps", "moniker": "stamps", "context": "stamps", "workflow": "stamps" }, "source": "records", "source_ref": "experiments/doe/routed-dispatch/records/cert-unit-41375368014.json" } ] }, { "model": "c4ai-aya-expanse-32b", "roles": [ "builder" ], "monikers": [ "optimizations-assurance" ], "contexts": [ "certifications-unit l1-relational-databases-v9/061", "certifications-unit l1-relational-databases-v9/quiz-sql-and-postgresql-record", "certifications-unit l1-relational-databases-v9/what-is-ci-cd-and-how-does-ci-work-with-github-actions" ], "task_count": 3, "tasks": [ { "task_class": "certifications-unit", "role": "builder", "moniker": "optimizations-assurance", "context": "certifications-unit l1-relational-databases-v9/what-is-ci-cd-and-how-does-ci-work-with-github-actions", "dispatch_id": "cert-unit-41364184062", "run_id": 41364184062, "workflow": "cert-unit.yml", "session_id": null, "ts": "2026-11-01T23:52:00Z", "outcome": { "status": "passed", "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": null, "pr": null, "field_sources": { "role": "intake", "moniker": "intake", "context": "intake", "workflow": "intake" }, "source": "records", "source_ref": "experiments/doe/routed-dispatch/records/cert-unit-41364184062.json" }, { "task_class": "certifications-unit", "role": "builder", "moniker": "optimizations-assurance", "context": "certifications-unit l1-relational-databases-v9/quiz-sql-and-postgresql-record", "dispatch_id": "cert-unit-41367182742", "run_id": 41367182742, "workflow": "cert-unit.yml", "session_id": null, "ts": "2026-11-02T00:28:57Z", "outcome": { "status": "failed", "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": "live", "pr": null, "field_sources": { "role": "stamps", "moniker": "stamps", "context": "stamps", "workflow": "stamps" }, "source": "records", "source_ref": "experiments/doe/routed-dispatch/records/cert-unit-41367182742.json" }, { "task_class": "certifications-unit", "role": "builder", "moniker": "optimizations-assurance", "context": "certifications-unit l1-relational-databases-v9/061", "dispatch_id": "cert-unit-41376051120", "run_id": 41376051120, "workflow": "cert-unit.yml", "session_id": null, "ts": "2026-11-02T02:10:16Z", "outcome": { "status": "passed", "gate_call": null, "confirmed": null }, "instance_key": "7434577f5900e36626447c37e6a283fe1c03f1c1538e64e1228cfae64f74e9da", "first_pass": null, "origin": "live", "pr": null, "field_sources": { "workflow": "stamps" }, "source": "records", "source_ref": "experiments/doe/routed-dispatch/records/cert-unit-41376051120.json" } ] } ], "model_count": 2, "task_count": 4, "zero_dispatch": false }, { "provider": "command-dispatch", "models": [ { "model": "system-selection", "roles": [ "challenge-entries-manager" ], "monikers": [ "challenge-entries-manager" ], "contexts": [ "D1 next-version build (owner 'Get it built' via main, D1 seat production order 2026-11-02 21:09 PT)", "D1 owner OVERRULE press-on (2026-11-03): build everything in-window; v0.4.0 batch; filed via project-task form", "D1 pacing-matched surfaces (owner model adopted 2026-11-03, via D1 seat); filed via project-task form (dogfood)" ], "task_count": 8, "tasks": [ { "task_class": "desk-traversal", "role": "challenge-entries-manager", "moniker": "challenge-entries-manager", "context": "D1 next-version build (owner 'Get it built' via main, D1 seat production order 2026-11-02 21:09 PT)", "dispatch_id": null, "run_id": null, "workflow": null, "session_id": "issue-3050", "ts": null, "outcome": { "status": null, "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": null, "pr": null, "field_sources": {}, "source": "desk-usage", "source_ref": "ops/challenge/desk-feed.json#traversals[D1].provider_usage" }, { "task_class": "desk-traversal", "role": "challenge-entries-manager", "moniker": "challenge-entries-manager", "context": "D1 next-version build (owner 'Get it built' via main, D1 seat production order 2026-11-02 21:09 PT)", "dispatch_id": null, "run_id": null, "workflow": null, "session_id": "issue-3577", "ts": null, "outcome": { "status": null, "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": null, "pr": null, "field_sources": {}, "source": "desk-usage", "source_ref": "ops/challenge/desk-feed.json#traversals[D1].provider_usage" }, { "task_class": "desk-traversal", "role": "challenge-entries-manager", "moniker": "challenge-entries-manager", "context": "D1 pacing-matched surfaces (owner model adopted 2026-11-03, via D1 seat); filed via project-task form (dogfood)", "dispatch_id": null, "run_id": null, "workflow": null, "session_id": "issue-4092", "ts": null, "outcome": { "status": null, "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": null, "pr": null, "field_sources": {}, "source": "desk-usage", "source_ref": "ops/challenge/desk-feed.json#traversals[D1].provider_usage" }, { "task_class": "desk-traversal", "role": "challenge-entries-manager", "moniker": "challenge-entries-manager", "context": "D1 pacing-matched surfaces (owner model adopted 2026-11-03, via D1 seat); filed via project-task form (dogfood)", "dispatch_id": null, "run_id": null, "workflow": null, "session_id": "issue-4093", "ts": null, "outcome": { "status": null, "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": null, "pr": null, "field_sources": {}, "source": "desk-usage", "source_ref": "ops/challenge/desk-feed.json#traversals[D1].provider_usage" }, { "task_class": "desk-traversal", "role": "challenge-entries-manager", "moniker": "challenge-entries-manager", "context": "D1 pacing-matched surfaces (owner model adopted 2026-11-03, via D1 seat); filed via project-task form (dogfood)", "dispatch_id": null, "run_id": null, "workflow": null, "session_id": "issue-4095", "ts": null, "outcome": { "status": null, "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": null, "pr": null, "field_sources": {}, "source": "desk-usage", "source_ref": "ops/challenge/desk-feed.json#traversals[D1].provider_usage" }, { "task_class": "desk-traversal", "role": "challenge-entries-manager", "moniker": "challenge-entries-manager", "context": "D1 owner OVERRULE press-on (2026-11-03): build everything in-window; v0.4.0 batch; filed via project-task form", "dispatch_id": null, "run_id": null, "workflow": null, "session_id": "issue-4111", "ts": null, "outcome": { "status": null, "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": null, "pr": null, "field_sources": {}, "source": "desk-usage", "source_ref": "ops/challenge/desk-feed.json#traversals[D1].provider_usage" }, { "task_class": "desk-traversal", "role": "challenge-entries-manager", "moniker": "challenge-entries-manager", "context": "D1 owner OVERRULE press-on (2026-11-03): build everything in-window; v0.4.0 batch; filed via project-task form", "dispatch_id": null, "run_id": null, "workflow": null, "session_id": "issue-4112", "ts": null, "outcome": { "status": null, "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": null, "pr": null, "field_sources": {}, "source": "desk-usage", "source_ref": "ops/challenge/desk-feed.json#traversals[D1].provider_usage" }, { "task_class": "desk-traversal", "role": "challenge-entries-manager", "moniker": "challenge-entries-manager", "context": "D1 owner OVERRULE press-on (2026-11-03): build everything in-window; v0.4.0 batch; filed via project-task form", "dispatch_id": null, "run_id": null, "workflow": null, "session_id": "issue-4113", "ts": null, "outcome": { "status": null, "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": null, "pr": null, "field_sources": {}, "source": "desk-usage", "source_ref": "ops/challenge/desk-feed.json#traversals[D1].provider_usage" } ] } ], "model_count": 1, "task_count": 8, "zero_dispatch": false }, { "provider": "deepseek", "models": [ { "model": "NOT_ESTABLISHED", "roles": [ "builder" ], "monikers": [ "optimizations-assurance" ], "contexts": [ "deepseek-workflow-dispatch", "provider-invoke mode=catalog" ], "task_count": 4, "tasks": [ { "task_class": null, "role": null, "moniker": null, "context": "deepseek-workflow-dispatch", "dispatch_id": "arm-C", "run_id": null, "workflow": null, "session_id": null, "ts": null, "outcome": { "status": null, "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": null, "pr": null, "field_sources": {}, "source": "campaign-records", "source_ref": "experiments/doe/apk-1-parallel-versioning/records/arm-C.json" }, { "task_class": "inference-invoke", "role": "builder", "moniker": "optimizations-assurance", "context": "provider-invoke mode=catalog", "dispatch_id": "provider-invoke-41411361651", "run_id": 41411361651, "workflow": "provider-invoke.yml", "session_id": null, "ts": "2026-11-02T08:16:23Z", "outcome": { "status": "passed", "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": "live", "pr": null, "field_sources": { "role": "stamps", "moniker": "stamps", "context": "stamps", "workflow": "stamps" }, "source": "records", "source_ref": "experiments/doe/routed-dispatch/records/provider-invoke-41411361651.json" }, { "task_class": "inference-invoke", "role": "builder", "moniker": "optimizations-assurance", "context": "provider-invoke mode=catalog", "dispatch_id": "provider-invoke-41416686691", "run_id": 41416686691, "workflow": "provider-invoke.yml", "session_id": null, "ts": "2026-11-02T08:57:32Z", "outcome": { "status": "passed", "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": "live", "pr": null, "field_sources": { "role": "stamps", "moniker": "stamps", "context": "stamps", "workflow": "stamps" }, "source": "records", "source_ref": "experiments/doe/routed-dispatch/records/provider-invoke-41416686691.json" }, { "task_class": "inference-invoke", "role": "builder", "moniker": "optimizations-assurance", "context": "provider-invoke mode=catalog", "dispatch_id": "provider-invoke-41418515925", "run_id": 41418515925, "workflow": "provider-invoke.yml", "session_id": null, "ts": "2026-11-02T09:11:37Z", "outcome": { "status": "passed", "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": "live", "pr": null, "field_sources": { "role": "stamps", "moniker": "stamps", "context": "stamps", "workflow": "stamps" }, "source": "records", "source_ref": "experiments/doe/routed-dispatch/records/provider-invoke-41418515925.json" } ] }, { "model": "deepseek-chat", "roles": [ "builder" ], "monikers": [ "optimizations-assurance" ], "contexts": [ "provider-invoke mode=invoke" ], "task_count": 3, "tasks": [ { "task_class": "inference-invoke", "role": "builder", "moniker": "optimizations-assurance", "context": "provider-invoke mode=invoke", "dispatch_id": "provider-invoke-41412826624", "run_id": 41412826624, "workflow": "provider-invoke.yml", "session_id": null, "ts": "2026-11-02T08:31:08Z", "outcome": { "status": "passed", "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": "live", "pr": null, "field_sources": { "role": "stamps", "moniker": "stamps", "context": "stamps", "workflow": "stamps" }, "source": "records", "source_ref": "experiments/doe/routed-dispatch/records/provider-invoke-41412826624.json" }, { "task_class": "inference-invoke", "role": "builder", "moniker": "optimizations-assurance", "context": "provider-invoke mode=invoke", "dispatch_id": "provider-invoke-41413151771", "run_id": 41413151771, "workflow": "provider-invoke.yml", "session_id": null, "ts": "2026-11-02T08:33:21Z", "outcome": { "status": "passed", "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": "live", "pr": null, "field_sources": { "role": "stamps", "moniker": "stamps", "context": "stamps", "workflow": "stamps" }, "source": "records", "source_ref": "experiments/doe/routed-dispatch/records/provider-invoke-41413151771.json" }, { "task_class": "inference-invoke", "role": "builder", "moniker": "optimizations-assurance", "context": "provider-invoke mode=invoke", "dispatch_id": "provider-invoke-41418529472", "run_id": 41418529472, "workflow": "provider-invoke.yml", "session_id": null, "ts": "2026-11-02T09:14:42Z", "outcome": { "status": "passed", "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": "live", "pr": null, "field_sources": { "role": "stamps", "moniker": "stamps", "context": "stamps", "workflow": "stamps" }, "source": "records", "source_ref": "experiments/doe/routed-dispatch/records/provider-invoke-41418529472.json" } ] } ], "model_count": 2, "task_count": 7, "zero_dispatch": false }, { "provider": "gemini", "models": [ { "model": "NOT_ESTABLISHED", "roles": [], "monikers": [], "contexts": [ "gemini-invoke" ], "task_count": 1, "tasks": [ { "task_class": null, "role": null, "moniker": null, "context": "gemini-invoke", "dispatch_id": "arm-B", "run_id": null, "workflow": null, "session_id": null, "ts": null, "outcome": { "status": null, "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": null, "pr": null, "field_sources": {}, "source": "campaign-records", "source_ref": "experiments/doe/apk-1-parallel-versioning/records/arm-B.json" } ] } ], "model_count": 1, "task_count": 1, "zero_dispatch": false }, { "provider": "gemini-cli", "models": [ { "model": "gemini-3.5-flash-lite", "roles": [ "builder" ], "monikers": [ "NOT_ESTABLISHED" ], "contexts": [ "repo-story build-dispatch rejoin leg (issue #2): capability class build-dispatch; arm rejoins rotation on a completed leg (s25.5)" ], "task_count": 1, "tasks": [ { "task_class": null, "role": "builder", "moniker": "NOT_ESTABLISHED", "context": "repo-story build-dispatch rejoin leg (issue #2): capability class build-dispatch; arm rejoins rotation on a completed leg (s25.5)", "dispatch_id": "build-repo-story-gemini-rejoin-20261102", "run_id": 20261102, "workflow": null, "session_id": null, "ts": "2026-11-02T11:21:00Z", "outcome": { "status": "observed", "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": "live", "pr": null, "field_sources": { "role": "stamps", "context": "stamps", "moniker": "intake" }, "source": "records", "source_ref": "experiments/doe/routed-dispatch/records/build-repo-story-gemini-rejoin-20261102.json" } ] } ], "model_count": 1, "task_count": 1, "zero_dispatch": false }, { "provider": "github-actions", "models": [ { "model": "postgres-16 fleet build (cert-project.yml fileset mode; sources authored in-repo)", "roles": [ "builder" ], "monikers": [ "optimizations-assurance" ], "contexts": [ "FCC L1 unit 039 project: Build a World Cup Database", "FCC L1 unit 040 project: Build a Salon Appointment Scheduler", "FCC L1 unit 062 project: Build a Periodic Table Database", "FCC L1 unit 063 project: Build a Number Guessing Game" ], "task_count": 4, "tasks": [ { "task_class": "certifications-project", "role": "builder", "moniker": "optimizations-assurance", "context": "FCC L1 unit 039 project: Build a World Cup Database", "dispatch_id": "cert-project-41379161305", "run_id": 41379161305, "workflow": "cert-project.yml", "session_id": null, "ts": "2026-11-02T02:47:47Z", "outcome": { "status": "passed", "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": "live", "pr": null, "field_sources": { "role": "stamps", "moniker": "stamps", "context": "stamps", "workflow": "stamps" }, "source": "records", "source_ref": "experiments/doe/routed-dispatch/records/cert-project-41379161305.json" }, { "task_class": "certifications-project", "role": "builder", "moniker": "optimizations-assurance", "context": "FCC L1 unit 040 project: Build a Salon Appointment Scheduler", "dispatch_id": "cert-project-41379885682", "run_id": 41379885682, "workflow": "cert-project.yml", "session_id": null, "ts": "2026-11-02T02:56:00Z", "outcome": { "status": "passed", "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": "live", "pr": null, "field_sources": { "role": "stamps", "moniker": "stamps", "context": "stamps", "workflow": "stamps" }, "source": "records", "source_ref": "experiments/doe/routed-dispatch/records/cert-project-41379885682.json" }, { "task_class": "certifications-project", "role": "builder", "moniker": "optimizations-assurance", "context": "FCC L1 unit 062 project: Build a Periodic Table Database", "dispatch_id": "cert-project-41380626948", "run_id": 41380626948, "workflow": "cert-project.yml", "session_id": null, "ts": "2026-11-02T03:04:15Z", "outcome": { "status": "passed", "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": "live", "pr": null, "field_sources": { "role": "stamps", "moniker": "stamps", "context": "stamps", "workflow": "stamps" }, "source": "records", "source_ref": "experiments/doe/routed-dispatch/records/cert-project-41380626948.json" }, { "task_class": "certifications-project", "role": "builder", "moniker": "optimizations-assurance", "context": "FCC L1 unit 063 project: Build a Number Guessing Game", "dispatch_id": "cert-project-41381256768", "run_id": 41381256768, "workflow": "cert-project.yml", "session_id": null, "ts": "2026-11-02T03:11:46Z", "outcome": { "status": "passed", "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": "live", "pr": null, "field_sources": { "role": "stamps", "moniker": "stamps", "context": "stamps", "workflow": "stamps" }, "source": "records", "source_ref": "experiments/doe/routed-dispatch/records/cert-project-41381256768.json" } ] }, { "model": "postgres-16 fleet build (cert-project.yml; SQL authored in-repo)", "roles": [ "builder" ], "monikers": [ "optimizations-assurance" ], "contexts": [ "FCC L1 unit 025 project: Build a Celestial Bodies Database" ], "task_count": 1, "tasks": [ { "task_class": "certifications-project", "role": "builder", "moniker": "optimizations-assurance", "context": "FCC L1 unit 025 project: Build a Celestial Bodies Database", "dispatch_id": "cert-project-41378291157", "run_id": 41378291157, "workflow": "cert-project.yml", "session_id": null, "ts": "2026-11-02T02:37:56Z", "outcome": { "status": "passed", "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": "live", "pr": null, "field_sources": { "role": "stamps", "moniker": "stamps", "context": "stamps", "workflow": "stamps" }, "source": "records", "source_ref": "experiments/doe/routed-dispatch/records/cert-project-41378291157.json" } ] } ], "model_count": 2, "task_count": 5, "zero_dispatch": false }, { "provider": "jules", "models": [ { "model": "NOT_ESTABLISHED", "roles": [], "monikers": [], "contexts": [ "jules-issues" ], "task_count": 1, "tasks": [ { "task_class": null, "role": null, "moniker": null, "context": "jules-issues", "dispatch_id": "arm-A", "run_id": null, "workflow": null, "session_id": null, "ts": null, "outcome": { "status": null, "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": null, "pr": null, "field_sources": {}, "source": "campaign-records", "source_ref": "experiments/doe/apk-1-parallel-versioning/records/arm-A.json" } ] } ], "model_count": 1, "task_count": 1, "zero_dispatch": false }, { "provider": "mistral", "models": [ { "model": "mistral-small-latest", "roles": [ "builder" ], "monikers": [ "optimizations-assurance" ], "contexts": [ "provider-invoke mode=invoke" ], "task_count": 1, "tasks": [ { "task_class": "inference-invoke", "role": "builder", "moniker": "optimizations-assurance", "context": "provider-invoke mode=invoke", "dispatch_id": "provider-invoke-41392653010", "run_id": 41392653010, "workflow": "provider-invoke.yml", "session_id": null, "ts": "2026-11-02T05:12:54Z", "outcome": { "status": "passed", "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": "live", "pr": null, "field_sources": { "role": "stamps", "moniker": "stamps", "context": "stamps", "workflow": "stamps" }, "source": "records", "source_ref": "experiments/doe/routed-dispatch/records/provider-invoke-41392653010.json" } ] }, { "model": "open-mistral-nemo", "roles": [ "builder" ], "monikers": [ "optimizations-assurance" ], "contexts": [ "provider-invoke mode=invoke" ], "task_count": 1, "tasks": [ { "task_class": "inference-invoke", "role": "builder", "moniker": "optimizations-assurance", "context": "provider-invoke mode=invoke", "dispatch_id": "provider-invoke-41392966979", "run_id": 41392966979, "workflow": "provider-invoke.yml", "session_id": null, "ts": "2026-11-02T05:16:30Z", "outcome": { "status": "passed", "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": "live", "pr": null, "field_sources": { "role": "stamps", "moniker": "stamps", "context": "stamps", "workflow": "stamps" }, "source": "records", "source_ref": "experiments/doe/routed-dispatch/records/provider-invoke-41392966979.json" } ] } ], "model_count": 2, "task_count": 2, "zero_dispatch": false }, { "provider": "sealion", "models": [ { "model": "aisingapore/Llama-SEA-LION-v3-70B-IT", "roles": [ "builder" ], "monikers": [ "optimizations-assurance" ], "contexts": [ "FCC L1 M5 theory batch (cert-unit workflow dispatch)", "certifications-unit l1-relational-databases-v9/quiz-bash-and-sql-a" ], "task_count": 4, "tasks": [ { "task_class": "certifications-unit", "role": "builder", "moniker": "optimizations-assurance", "context": "certifications-unit l1-relational-databases-v9/quiz-bash-and-sql-a", "dispatch_id": "cert-unit-41367701010", "run_id": 41367701010, "workflow": "cert-unit.yml", "session_id": null, "ts": "2026-11-02T00:33:03Z", "outcome": { "status": "passed", "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": "live", "pr": null, "field_sources": { "role": "stamps", "moniker": "stamps", "context": "stamps", "workflow": "stamps" }, "source": "records", "source_ref": "experiments/doe/routed-dispatch/records/cert-unit-41367701010.json" }, { "task_class": "certifications-unit", "role": "builder", "moniker": "optimizations-assurance", "context": "FCC L1 M5 theory batch (cert-unit workflow dispatch)", "dispatch_id": "cert-unit-41367431291", "run_id": 41367431291, "workflow": "cert-unit.yml", "session_id": null, "ts": "2026-11-02T01:05:16Z", "outcome": { "status": "passed", "gate_call": null, "confirmed": null }, "instance_key": "7e20822af41d263ad950cb8ed17817ed97824df1d95db4f56464b4efeb2de4db", "first_pass": true, "origin": "live", "pr": null, "field_sources": { "workflow": "stamps" }, "source": "records", "source_ref": "experiments/doe/routed-dispatch/records/cert-unit-41367431291.json" }, { "task_class": "certifications-unit", "role": "builder", "moniker": "optimizations-assurance", "context": "FCC L1 M5 theory batch (cert-unit workflow dispatch)", "dispatch_id": "cert-unit-41367410806", "run_id": 41367410806, "workflow": "cert-unit.yml", "session_id": null, "ts": "2026-11-02T01:17:47Z", "outcome": { "status": "passed", "gate_call": null, "confirmed": null }, "instance_key": "7e20822af41d263ad950cb8ed17817ed97824df1d95db4f56464b4efeb2de4db", "first_pass": true, "origin": "live", "pr": null, "field_sources": { "workflow": "stamps" }, "source": "records", "source_ref": "experiments/doe/routed-dispatch/records/cert-unit-41367410806.json" }, { "task_class": "certifications-unit", "role": "builder", "moniker": "optimizations-assurance", "context": "FCC L1 M5 theory batch (cert-unit workflow dispatch)", "dispatch_id": "cert-unit-41367453278", "run_id": 41367453278, "workflow": "cert-unit.yml", "session_id": null, "ts": "2026-11-02T01:19:03Z", "outcome": { "status": "passed", "gate_call": null, "confirmed": null }, "instance_key": "7e20822af41d263ad950cb8ed17817ed97824df1d95db4f56464b4efeb2de4db", "first_pass": true, "origin": "live", "pr": null, "field_sources": { "workflow": "stamps" }, "source": "records", "source_ref": "experiments/doe/routed-dispatch/records/cert-unit-41367453278.json" } ] } ], "model_count": 1, "task_count": 4, "zero_dispatch": false }, { "provider": "unorouter", "models": [ { "model": "NOT_ESTABLISHED", "roles": [ "builder" ], "monikers": [ "optimizations-assurance" ], "contexts": [ "provider-invoke mode=catalog" ], "task_count": 1, "tasks": [ { "task_class": "inference-invoke", "role": "builder", "moniker": "optimizations-assurance", "context": "provider-invoke mode=catalog", "dispatch_id": "provider-invoke-41408357473", "run_id": 41408357473, "workflow": "provider-invoke.yml", "session_id": null, "ts": "2026-11-02T07:46:55Z", "outcome": { "status": "passed", "gate_call": null, "confirmed": null }, "instance_key": null, "first_pass": null, "origin": "live", "pr": null, "field_sources": { "role": "stamps", "moniker": "stamps", "context": "stamps", "workflow": "stamps" }, "source": "records", "source_ref": "experiments/doe/routed-dispatch/records/provider-invoke-41408357473.json" } ] } ], "model_count": 1, "task_count": 1, "zero_dispatch": false }, { "provider": "aion", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "cerebras", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "Claude", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "cloudflare", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "deepinfra", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "felo", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "friendli", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/AgentTools", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/Airforce", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/Antigravity", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/Arena", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/BingCreateImages", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/BlackboxPro", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/BlackForestLabs_Flux1Dev", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/BlackForestLabs_Flux1KontextDev", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/BraveSearch", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/CachedSearch", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/Cerebras", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/ChatGPT", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/Claude", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/Cloudflare", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/CohereForAI_C4AI_Command", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/Copilot", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/CopilotApp", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/DeepInfra", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/DeepSeek", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/ElevenLabs", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/G4FSpace", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/Gemini", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/GeminiCLI", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/GeminiPro", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/GithubCopilot", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/GLM", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/GoogleAiMode", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/GoogleSearch", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/Grok", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/Groq", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/HailuoAI", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/HuggingChat", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/HuggingFace", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/HuggingFaceMedia", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/HuggingSpace", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/KiloCode", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/LLM7", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/MarkItDown", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/MetaAI", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/MetaAIAccount", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/MicrosoftDesigner", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/Nvidia", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/Ollama", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/OmniRoute", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/OpenAIFM", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/OpenRouterFree", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/OperaAria", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/Perplexity", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/Pi", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/Pollinations", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/PollinationsAudio", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/PollinationsImage", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/Puter", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/Qwen", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/RelayRouter", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/StabilityAI_SD35Large", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/TeachAnything", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/WhiteRabbitNeo", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/You", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "g4f/Yqcloud", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "github", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "google", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "gpt4free/CLIProxyAPI/Chapito/ai-manus", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "groq", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "huggingface", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "kilo", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "llm7", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "meta", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "modelscope", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "novita", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "nvidia", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "omni", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "openrouter", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "ovhcloud", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "requesty", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "routeway", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "sambanova", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "siliconflow", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "typhoon", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "xfyun", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "xkiro", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true }, { "provider": "zai", "models": [], "model_count": 0, "task_count": 0, "zero_dispatch": true } ], "gaps": [ "dispatch providers with no registry model-lane match (casefold-exact join, no aliases): Jules, Muse, Muse Spark (seat-build) \u2014 via Swarm/Scout capability dispatch, claude-muse, command-dispatch, gemini, gemini-cli, github-actions, jules", "desk-usage rows carry no run_id/dispatch_id (12 tasks): dispatch connection for those is session_id + source_ref only (carrier shape)" ] }