# AI-Monitored Release Processes: A Log Anomaly Checker (Ep. 172)

Page: https://stenobird.com/podcast/never-rewrite-software-engineering-ai-coding-6208168/ai-monitored-release-processes-a-log-anomaly-checker-ep-172
Text version: https://stenobird.com/podcast/never-rewrite-software-engineering-ai-coding-6208168/ai-monitored-release-processes-a-log-anomaly-checker-ep-172.md
Podcast: [Never Rewrite: Software Engineering & AI Coding](https://stenobird.com/podcast/never-rewrite-software-engineering-ai-coding-6208168)
Published: 2026-09-11T13:00:00+00:00
Episode link: https://api.riverside.com/hosting-analytics/media/f5849b8f416f18e5f0f977aa85ec0d082b1f7c702ff1509baf3efcd58bc4ff61/eyJlcGlzb2RlSWQiOiIzYzcxYTE5ZC02NWZhLTRhMjYtYmVkNi03OTNhYjEyNzI2MjgiLCJwb2RjYXN0SWQiOiI3YTA3YTNiYS0wNzY2LTQzOTUtOTFlNy01MTFkZmM5MmEzZjAiLCJhY2NvdW50SWQiOiI2NTBkZGJjZDU5NTYwNGVjYjNiMTRmZmIiLCJwYXRoIjoibWVkaWEvY2xpcHMvNmFhMWI2MjFjNmI3ZTQ2ZGZiMTRkODcwL25ldmVyLXJld3JpdGUtMjAyNi05LTlfXzE5LTQwLTE3Lm1wMyJ9.mp3
Audio file: https://api.riverside.com/hosting-analytics/media/f5849b8f416f18e5f0f977aa85ec0d082b1f7c702ff1509baf3efcd58bc4ff61/eyJlcGlzb2RlSWQiOiIzYzcxYTE5ZC02NWZhLTRhMjYtYmVkNi03OTNhYjEyNzI2MjgiLCJwb2RjYXN0SWQiOiI3YTA3YTNiYS0wNzY2LTQzOTUtOTFlNy01MTFkZmM5MmEzZjAiLCJhY2NvdW50SWQiOiI2NTBkZGJjZDU5NTYwNGVjYjNiMTRmZmIiLCJwYXRoIjoibWVkaWEvY2xpcHMvNmFhMWI2MjFjNmI3ZTQ2ZGZiMTRkODcwL25ldmVyLXJld3JpdGUtMjAyNi05LTlfXzE5LTQwLTE3Lm1wMyJ9.mp3
Processing state: not_requested
JSON: https://stenobird.com/v1/public/podcasts/never-rewrite-software-engineering-ai-coding-6208168/episodes/ai-monitored-release-processes-a-log-anomaly-checker-ep-172
Duration seconds: 606

## Resource

In this episode, Jeffrey Sherman and Isaac Askew explore how AI can monitor release processes by analyzing error logs, detecting anomalies, and improving deployment confidence. They discuss practical tools, strategies, and the potential for automation in system monitoring.

## Actions

- request_transcript: `POST https://stenobird.com/v1/public/podcasts/never-rewrite-software-engineering-ai-coding-6208168/episodes/ai-monitored-release-processes-a-log-anomaly-checker-ep-172/transcription-requests` — Idempotently request low-priority transcript generation for this episode.
- read_markdown: `GET https://stenobird.com/podcast/never-rewrite-software-engineering-ai-coding-6208168/ai-monitored-release-processes-a-log-anomaly-checker-ep-172.md` — Read the agent-friendly Markdown representation of this episode resource.

A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed.

## Transcript

Full transcripts are not published on public pages unless there is a clear rights basis.