# AI Toolchain Release Monitor - GitHub Release Changes — workflow

## Choose this tool

AI platform teams tracking the open-source components they deploy. Track release metadata and edited notes, not noisy repository popularity metrics.

Useful output columns: `repository`, `releaseId`, `tagName`, `publishedAt`, `prerelease`, `assetCount`.

## Practical workflow

Enter the exact public repositories in your deployed AI stack. Establish release history, then run periodically. Review new tags, prerelease status and edited notes before testing a dependency upgrade. Never auto-install from an observation.

## Check the fit

One GitHub releases page per exact public repository. Includes prereleases and excludes drafts by public API behavior. Tags without GitHub releases are outside scope. Anonymous GitHub rate limits apply. Downloads and release notes do not establish safety or compatibility.

## Real output sample

One selected row from a 2026-10-18 run. One saved row with selected scalar fields. Nested structures remain available in full Actor output.

Run: 2jSVWo1TTK8O2Z1BY. Summary status: ok. Incomplete: false.

Historical bounded output from the recorded run. Current source values may differ.

```json
{
  "recordId": "ollama/ollama:416126438",
  "title": "v0.40.7",
  "repository": "ollama/ollama",
  "releaseId": 416126438,
  "tagName": "v0.40.7-rc0",
  "publishedAt": "2026-10-18T00:28:57Z",
  "prerelease": true,
  "assetCount": 17,
  "releaseNotesHash": "c5fdcfd3d1467e6d31be89897a61427b0832dadedae653475f7ed18fa202965a",
  "url": "https://github.com/ollama/ollama/releases/tag/v0.40.7-rc0",
  "observedAt": "2026-10-18T15:33:43.319Z"
}
```