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[ARTICLE · art-132855] src=dev.to ↗ pub= topic=ai-agents verified=true sentiment=· neutral

Your AI Agent's Summary Is Lying to You. Here's What to Do About It.

A developer running a multi-agent pipeline found that its verifier agent was approving work based on other agents' compressed summaries rather than independently inspecting the underlying code, allowing a bug fix with an uncovered edge case to pass. The fix replaces summary-based verification with an immutable event log — recording actions like task.request, task.reply, and patch.ready — so the verifier reconstructs intent from the full event chain. "The event log is the source of truth," the developer writes, adding that "everything else is interpretation.

by read1 min views2 publishedSep 17, 2026

We run a multi-agent pipeline where different AI agents handle different stages: scout, lead, verifier. The system broke when the verifier started trusting the lead's summary instead of doing independent work.

Agent A finishes work and produces a summary: "Fixed the bug. Tests pass." That summary is a compression of everything A observed and decided. Compression loses information.

Our verifier would read the summary, run tests, see green, approve. But the tests tested the wrong thing. The fix introduced an edge case no test covered. The verifier trusted the summary, not the code.

Every agent action becomes an immutable event: task.request, task.reply, patch.ready. The verifier reconstructs intent from the full event chain instead of reading summaries.

The event log is the source of truth. Everything else is interpretation.

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