{
  "SchemaVersion": "1",
  "Kind": "DirectoryIssues",
  "Slug": "workflow",
  "Name": "Workflow",
  "CanonicalUrl": "https://askpod.ai/mcp/workflow/issues",
  "ServerUrl": "https://askpod.ai/mcp/workflow",
  "IssueTotal": 95,
  "Held": 20,
  "Issues": [
    {
      "Title": "LLM binding lost — daemon endpoint_bound=unset @ 2026-08-21T13:00:09.564Z",
      "Excerpt": "Auto-opened by the LLM binding canary after 2 consecutive reds.\nDaemon at `https://tinyassets.io/mcp` reports no LLM provider bound.\n\nLikely causes: subscription auth missing/expired, codex CLI missing from image, or container restarted without the env file.\n\nSee: `scripts/verify_llm_binding.py` + `docs/ops/host-independence-runbook.md`\n\n**RED (threshold crossed)** @ 2026-08-21T13:00:09.564Z\n\n- endpoint → `https://tinyassets.io/mcp`\n- verify exit → `2`\n\n<details><summary>probe output</summary>\n\n",
      "SourceUrl": "https://github.com/Jonnyton/TinyAssets/issues/2457",
      "PublishedAt": "2026-08-21T13:00:10.000Z",
      "State": "closed",
      "Comments": 1,
      "Reporter": "Contributor",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "Deploy failed — fe1aaf32fe8a @ 2026-08-18T22:19:31.337Z",
      "Excerpt": "Auto-opened by the deploy-prod tinyassets.\n\n- Attempted: `fe1aaf32fe8a`\n- Attempted immutable ref: `ghcr.io/jonnyton/tinyassets-daemon@sha256:114b9c1d8c239b493795ffefab154cc903f5c85ecda35cf13e55a13f8f73cb40`\n- Rollback tuple: `false/not_attempted/not_run/pre_host_write_failure`\n- Emergency cleanup mutation: `true`\n- Run: https://github.com/Jonnyton/TinyAssets/actions/runs/32191992238\n\nRollback status is unavailable; rollback success was not proven.\nTerminal release-state publication failed; dura",
      "SourceUrl": "https://github.com/Jonnyton/TinyAssets/issues/2425",
      "PublishedAt": "2026-08-18T22:19:31.000Z",
      "State": "open",
      "Comments": 0,
      "Reporter": "Contributor",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "P0 Public MCP outage — 2026-08-12T06:59:45.034Z",
      "Excerpt": "Auto-opened by the uptime canary after 2 consecutive reds.\nThis issue tracks the outage window; comments append per tick.\n\n**RED (threshold crossed)** @ 2026-08-12T06:59:45.034Z\n\n- `https://tinyassets.io/mcp` → exit 2\n\n<details><summary>probe output</summary>\n\n```\n--- handshake (exit 0) ---\n[canary] OK https://tinyassets.io/mcp\n\n--- tool-canary (exit 0) ---\n[tool-canary] initialize OK sid='3450698d68e14af9a426957d3356a3c4'\n[tool-canary] session established OK\n[tool-canary] tools/list OK (7 tool(",
      "SourceUrl": "https://github.com/Jonnyton/TinyAssets/issues/2414",
      "PublishedAt": "2026-08-12T06:59:46.000Z",
      "State": "closed",
      "Comments": 824,
      "Reporter": "Contributor",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "Deploy failed — 91729b9b2e1d @ 2026-08-10T21:13:35.676Z",
      "Excerpt": "Auto-opened by the deploy-prod tinyassets.\n\n- Attempted: `91729b9b2e1d`\n- Attempted immutable ref: `ghcr.io/jonnyton/tinyassets-daemon@sha256:59ab00269a87fd877ea11bea4aff9b957a5c2ad1247b609be91409b92c47c974`\n- Rollback tuple: `false/not_attempted/not_run/pre_host_write_failure`\n- Emergency cleanup mutation: `true`\n- Run: https://github.com/Jonnyton/TinyAssets/actions/runs/31432699530\n\nRollback status is unavailable; rollback success was not proven.\nTerminal release-state publication failed; dura",
      "SourceUrl": "https://github.com/Jonnyton/TinyAssets/issues/2404",
      "PublishedAt": "2026-08-10T21:13:36.000Z",
      "State": "open",
      "Comments": 0,
      "Reporter": "Contributor",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "Community loop watch red",
      "Excerpt": "Community loop watch is **RED** as of 2026-08-06T06:16:13.319Z.\n\nRun: https://github.com/Jonnyton/TinyAssets/actions/runs/31076696946\nProbe exit: 2\n\n```json\n{\n  \"checked_at\": \"2026-08-06T06:15:54.786480Z\",\n  \"exit_code\": 2,\n  \"overall\": \"red\",\n  \"repo\": \"Jonnyton/TinyAssets\",\n  \"stages\": [\n    {\n      \"details\": {\n        \"age_min\": 100.84644133333333,\n        \"conclusion\": \"success\",\n        \"created_at\": \"2026-08-06T04:35:04Z\",\n        \"max_age_min\": 90,\n        \"run_id\": 31071661378,\n        ",
      "SourceUrl": "https://github.com/Jonnyton/TinyAssets/issues/2385",
      "PublishedAt": "2026-08-06T06:16:16.000Z",
      "State": "closed",
      "Comments": 1,
      "Reporter": "Contributor",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "Community loop watch red",
      "Excerpt": "Community loop watch is **RED** as of 2026-08-06T03:18:13.399Z.\n\nRun: https://github.com/Jonnyton/TinyAssets/actions/runs/31068038410\nProbe exit: 2\n\n```json\n{\n  \"checked_at\": \"2026-08-06T03:17:58.029172Z\",\n  \"exit_code\": 2,\n  \"overall\": \"red\",\n  \"repo\": \"Jonnyton/TinyAssets\",\n  \"stages\": [\n    {\n      \"details\": {\n        \"age_min\": 0.2504862,\n        \"conclusion\": \"success\",\n        \"created_at\": \"2026-08-06T03:17:43Z\",\n        \"max_age_min\": 90,\n        \"run_id\": 31068038397,\n        \"run_stat",
      "SourceUrl": "https://github.com/Jonnyton/TinyAssets/issues/2372",
      "PublishedAt": "2026-08-06T03:18:14.000Z",
      "State": "closed",
      "Comments": 7,
      "Reporter": "Contributor",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "Community loop watch red",
      "Excerpt": "Community loop watch is **RED** as of 2026-08-06T00:08:57.452Z.\n\nRun: https://github.com/Jonnyton/TinyAssets/actions/runs/31058724352\nProbe exit: 2\n\n```json\n{\n  \"checked_at\": \"2026-08-06T00:08:43.768309Z\",\n  \"exit_code\": 2,\n  \"overall\": \"red\",\n  \"repo\": \"Jonnyton/TinyAssets\",\n  \"stages\": [\n    {\n      \"details\": {\n        \"age_min\": 0.9461384833333334,\n        \"conclusion\": \"failure\",\n        \"created_at\": \"2026-08-06T00:07:47Z\",\n        \"max_age_min\": 90,\n        \"run_id\": 31058676562,\n        ",
      "SourceUrl": "https://github.com/Jonnyton/TinyAssets/issues/2366",
      "PublishedAt": "2026-08-06T00:08:58.000Z",
      "State": "closed",
      "Comments": 3,
      "Reporter": "Contributor",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "P0 Public MCP outage — 2026-08-06T00:08:28.459Z",
      "Excerpt": "Auto-opened by the uptime canary after 2 consecutive reds.\nThis issue tracks the outage window; comments append per tick.\n\n**RED (threshold crossed)** @ 2026-08-06T00:08:28.459Z\n\n- `https://tinyassets.io/mcp` → exit 2\n\n<details><summary>probe output</summary>\n\n```\n--- handshake (exit 0) ---\n[canary] OK https://tinyassets.io/mcp\n\n--- tool-canary (exit 0) ---\n[tool-canary] initialize OK sid='9bf738da8c484e4d818ede8186e74c63'\n[tool-canary] session established OK\n[tool-canary] tools/list OK (7 tool(",
      "SourceUrl": "https://github.com/Jonnyton/TinyAssets/issues/2365",
      "PublishedAt": "2026-08-06T00:08:29.000Z",
      "State": "closed",
      "Comments": 2,
      "Reporter": "Contributor",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "P0 Public MCP outage — 2026-08-04T22:15:11.412Z",
      "Excerpt": "Auto-opened by the uptime canary after 2 consecutive reds.\nThis issue tracks the outage window; comments append per tick.\n\n**RED (threshold crossed)** @ 2026-08-04T22:15:11.412Z\n\n- `https://tinyassets.io/mcp` → exit 3\n\n<details><summary>probe output</summary>\n\n```\n--- handshake (exit 0) ---\n[canary] OK https://tinyassets.io/mcp\n\n--- tool-canary (exit 0) ---\n[tool-canary] initialize OK sid='883d6661ca9e47e385994df85d5cabb1'\n[tool-canary] session established OK\n[tool-canary] tools/list OK (7 tool(",
      "SourceUrl": "https://github.com/Jonnyton/TinyAssets/issues/2287",
      "PublishedAt": "2026-08-04T22:15:12.000Z",
      "State": "closed",
      "Comments": 37,
      "Reporter": "Contributor",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "P0 Public MCP outage — 2026-07-30T23:38:33.335Z",
      "Excerpt": "Auto-opened by the uptime canary after 2 consecutive reds.\nThis issue tracks the outage window; comments append per tick.\n\n**RED (threshold crossed)** @ 2026-07-30T23:38:33.335Z\n\n- `https://tinyassets.io/mcp` → exit 2\n\n<details><summary>probe output</summary>\n\n```\n--- handshake (exit 2) ---\n[canary] HTTP 502 from https://tinyassets.io/mcp: Bad Gateway\n\n--- tool-canary (exit (skipped — handshake red)) ---\n\n\n--- last-activity (exit (skipped — upstream red)) ---\n\n\n--- revert-loop (exit (skipped — u",
      "SourceUrl": "https://github.com/Jonnyton/TinyAssets/issues/1959",
      "PublishedAt": "2026-07-30T23:38:34.000Z",
      "State": "closed",
      "Comments": 5,
      "Reporter": "Contributor",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "P0 Public MCP outage — 2026-07-30T12:16:27.749Z",
      "Excerpt": "Auto-opened by the uptime canary after 2 consecutive reds.\nThis issue tracks the outage window; comments append per tick.\n\n**RED (threshold crossed)** @ 2026-07-30T12:16:27.749Z\n\n- `https://tinyassets.io/mcp` → exit 2\n\n<details><summary>probe output</summary>\n\n```\n--- handshake (exit 2) ---\n[canary] HTTP 502 from https://tinyassets.io/mcp: Bad Gateway\n\n--- tool-canary (exit (skipped — handshake red)) ---\n\n\n--- last-activity (exit (skipped — upstream red)) ---\n\n\n--- revert-loop (exit (skipped — u",
      "SourceUrl": "https://github.com/Jonnyton/TinyAssets/issues/1921",
      "PublishedAt": "2026-07-30T12:16:29.000Z",
      "State": "closed",
      "Comments": 6,
      "Reporter": "Contributor",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "LLM binding lost — daemon endpoint_bound=unset @ 2026-07-30T02:53:13.480Z",
      "Excerpt": "Auto-opened by the LLM binding canary after 2 consecutive reds.\nDaemon at `https://tinyassets.io/mcp` reports no LLM provider bound.\n\nLikely causes: subscription auth missing/expired, codex CLI missing from image, or container restarted without the env file.\n\nSee: `scripts/verify_llm_binding.py` + `docs/ops/host-independence-runbook.md`\n\n**RED (threshold crossed)** @ 2026-07-30T02:53:13.480Z\n\n- endpoint → `https://tinyassets.io/mcp`\n- verify exit → `2`\n\n<details><summary>probe output</summary>\n\n",
      "SourceUrl": "https://github.com/Jonnyton/TinyAssets/issues/1892",
      "PublishedAt": "2026-07-30T02:53:14.000Z",
      "State": "closed",
      "Comments": 1,
      "Reporter": "Contributor",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "P0 Public MCP outage — 2026-07-29T21:01:12.218Z",
      "Excerpt": "Auto-opened by the uptime canary after 2 consecutive reds.\nThis issue tracks the outage window; comments append per tick.\n\n**RED (threshold crossed)** @ 2026-07-29T21:01:12.218Z\n\n- `https://tinyassets.io/mcp` → exit 2\n\n<details><summary>probe output</summary>\n\n```\n--- handshake (exit 2) ---\n[canary] HTTP 502 from https://tinyassets.io/mcp: Bad Gateway\n\n--- tool-canary (exit (skipped — handshake red)) ---\n\n\n--- last-activity (exit (skipped — upstream red)) ---\n\n\n--- revert-loop (exit (skipped — u",
      "SourceUrl": "https://github.com/Jonnyton/TinyAssets/issues/1867",
      "PublishedAt": "2026-07-29T21:01:13.000Z",
      "State": "closed",
      "Comments": 8,
      "Reporter": "Contributor",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "DR drill FAILED — 2026-07-24T03:53:41.002Z",
      "Excerpt": "Auto-opened by the DR drill tinyassets.\n\n- **Backup:** `/var/backups/tinyassets/tinyassets-data-2026-07-15T03-00-04Z.tar.gz`\n- **Base Image:** `debian-13-x64`\n- **Runtime Image:** `ghcr.io/jonnyton/tinyassets-daemon@sha256:10d4842c4d6243d031fbc97c7fc3f32540ce08040d0e5ff3f9750ccb4d63937b`\n- **Drill Droplet IP:** `104.131.178.182` (LEFT UP for inspection)\n- **Droplet ID:** `587161699`\n- **Run:** https://github.com/Jonnyton/TinyAssets/actions/runs/30065054549\n\n<details><summary>Probe output</summar",
      "SourceUrl": "https://github.com/Jonnyton/TinyAssets/issues/1668",
      "PublishedAt": "2026-07-24T03:53:41.000Z",
      "State": "closed",
      "Comments": 1,
      "Reporter": "Contributor",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "P0 Public MCP outage — 2026-07-22T07:10:23.471Z",
      "Excerpt": "Auto-opened by the uptime canary after 2 consecutive reds.\nThis issue tracks the outage window; comments append per tick.\n\n**RED (threshold crossed)** @ 2026-07-22T07:10:23.471Z\n\n- `https://tinyassets.io/mcp` → exit 6\n\n<details><summary>probe output</summary>\n\n```\n--- handshake (exit 0) ---\n[canary] OK https://tinyassets.io/mcp\n\n--- tool-canary (exit 0) ---\n[tool-canary] initialize OK sid='f2c2bfd37e2746c6990827c737a93786'\n[tool-canary] session established OK\n[tool-canary] tools/list OK (7 tool(",
      "SourceUrl": "https://github.com/Jonnyton/TinyAssets/issues/1564",
      "PublishedAt": "2026-07-22T07:10:24.000Z",
      "State": "closed",
      "Comments": 29,
      "Reporter": "Contributor",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "P0 Public MCP outage — 2026-07-15T21:35:48.562Z",
      "Excerpt": "Auto-opened by the uptime canary after 2 consecutive reds.\nThis issue tracks the outage window; comments append per tick.\n\n**RED (threshold crossed)** @ 2026-07-15T21:35:48.562Z\n\n- `https://tinyassets.io/mcp` → exit 6\n\n<details><summary>probe output</summary>\n\n```\n--- handshake (exit 0) ---\n[canary] OK https://tinyassets.io/mcp\n\n--- tool-canary (exit 0) ---\n[tool-canary] initialize OK sid='3bb65a9c8a18400987810ddf2452a1f1'\n[tool-canary] session established OK\n[tool-canary] tools/list OK (7 tool(",
      "SourceUrl": "https://github.com/Jonnyton/TinyAssets/issues/1461",
      "PublishedAt": "2026-07-15T21:35:49.000Z",
      "State": "closed",
      "Comments": 114,
      "Reporter": "Contributor",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "P0 Public MCP outage — 2026-07-14T05:43:10.137Z",
      "Excerpt": "Auto-opened by the uptime canary after 2 consecutive reds.\nThis issue tracks the outage window; comments append per tick.\n\n**RED (threshold crossed)** @ 2026-07-14T05:43:10.137Z\n\n- `https://tinyassets.io/mcp` → exit 3\n\n<details><summary>probe output</summary>\n\n```\n--- handshake (exit 0) ---\n[canary] OK https://tinyassets.io/mcp\n\n--- tool-canary (exit 0) ---\n[tool-canary] initialize OK sid='41895c8dbce44b15b45b3a07391e5261'\n[tool-canary] session established OK\n[tool-canary] tools/list OK (6 tool(",
      "SourceUrl": "https://github.com/Jonnyton/TinyAssets/issues/1447",
      "PublishedAt": "2026-07-14T05:43:10.000Z",
      "State": "closed",
      "Comments": 16,
      "Reporter": "Contributor",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "P0 Public MCP outage — 2026-06-27T07:29:09.020Z",
      "Excerpt": "Auto-opened by the uptime canary after 2 consecutive reds.\nThis issue tracks the outage window; comments append per tick.\n\n**RED (threshold crossed)** @ 2026-06-27T07:29:09.020Z\n\n- `https://tinyassets.io/mcp` → exit 6\n\n<details><summary>probe output</summary>\n\n```\n--- handshake (exit 0) ---\n[canary] OK https://tinyassets.io/mcp\n\n--- tool-canary (exit 0) ---\n[tool-canary] initialize OK sid='f26fc0ee30b641cda26e96fd00b4fffa'\n[tool-canary] session established OK\n[tool-canary] tools/list OK (6 tool(",
      "SourceUrl": "https://github.com/Jonnyton/TinyAssets/issues/1431",
      "PublishedAt": "2026-06-27T07:29:10.000Z",
      "State": "closed",
      "Comments": 239,
      "Reporter": "Contributor",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "P0 Public MCP outage — 2026-06-16T20:24:57.511Z",
      "Excerpt": "Auto-opened by the uptime canary after 2 consecutive reds.\nThis issue tracks the outage window; comments append per tick.\n\n**RED (threshold crossed)** @ 2026-06-16T20:24:57.511Z\n\n- `https://tinyassets.io/mcp` → exit 2\n\n<details><summary>probe output</summary>\n\n```\n--- handshake (exit 0) ---\n[canary] OK https://tinyassets.io/mcp\n\n--- tool-canary (exit 0) ---\n[tool-canary] initialize OK sid='c7c8ede749794f80b4b2d5d827f33d59'\n[tool-canary] session established OK\n[tool-canary] tools/list OK (7 tool(",
      "SourceUrl": "https://github.com/Jonnyton/TinyAssets/issues/1322",
      "PublishedAt": "2026-06-16T20:24:58.000Z",
      "State": "closed",
      "Comments": 15,
      "Reporter": "Contributor",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "P0 Public MCP outage — 2026-04-24T09:10:48.852Z",
      "Excerpt": "Auto-opened by the uptime canary after 2 consecutive reds.\nThis issue tracks the outage window; comments append per tick.\n\n**RED (threshold crossed)** @ 2026-04-24T09:10:48.852Z\n\n- `https://tinyassets.io/mcp` → exit 2\n\n<details><summary>probe output</summary>\n\n```\n--- handshake (exit 0) ---\n[canary] OK https://tinyassets.io/mcp\n\n--- tool-canary (exit 0) ---\n[tool-canary] initialize OK sid='3d2c50ed61934c0cabc81163b83989d5'\n[tool-canary] session established OK\n[tool-canary] tools/list OK (6 tool(",
      "SourceUrl": "https://github.com/Jonnyton/TinyAssets/issues/59",
      "PublishedAt": "2026-04-24T09:10:50.000Z",
      "State": "closed",
      "Comments": 22,
      "Reporter": "Contributor",
      "Rank": "top",
      "Extractor": "github_issue"
    }
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      "Write": "https://api.askpod.ai/mcp"
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      "95 problems reported from outside the maintainer team",
      "No tool list published — Pod has not verified what it exposes",
      "If you use Workflow, write down what actually happened so the next agent pays less"
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    "ContributeUrl": "https://docs.askpod.ai/mcp/tools",
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