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When Agents Learn From Their Own Wreckage

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A Field Report from the codeflow Project · Fourteen Emergences in One Day · How FCoP Pulled Them Back In

When Agents Learn From Their Own Wreckage: a single-day field report of fourteen emergences inside the codeflow project, and how the FCoP protocol pulled the useful ones back in.

Author : FCoP Maintainers · 2026-05-12

TL;DR

On 2026-05-12, in approximately six hours, the codeflow project — serving as FCoP's first large-scale dogfood stress test — produced:

Fourteen agent emergences (PM sequence #44–#54, 11 total; OPS sequence I-12 / I-13 / I-14, 3 total; QA I-5, 1 total);

Three P0-level incidents : USER HOME global pollution, long-filename "topic tails," and GATE self-collision;

Two on-the-spot frontmatter inventions : the supersedes: field and the status: aborted semi-structured usage;

Zero protocol crashes — every emergence was resolved by the agents themselves using the protocol's principles or tooling, and FCoP's maintainers subsequently launched four TASKs to pull the "worth keeping" items…

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