A neat-looking report sitting on the path between an agent and the live data source it should have queried

The Accidental Middle Layer: How Human Reports Destabilize Agent Retrieval

Every week, an automation pulls PagerDuty data and writes a trends report — top services, alert noise by rotation. Humans read it at the weekly review and adjust priorities. The report goes into Notion or the team wiki. A week later, someone asks an agent — “what are the recent PD trends?” The agent has MCP access to both PagerDuty and the team’s docs. Retrieval finds the report. It matches the query perfectly: same words, polished structure, topical headings. The agent answers from the report. ...

May 21, 2026 · 7 min · Jared L.