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AI-only dev org runs 24日間: works, but not as-is

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AI-only dev org runs 24日間: works, but not as-is

3 Key Points

  1. What happened

    The team ran an AI-only hierarchy across 3 repositories (AI Hub, SlideshowSuite, FastFiler), producing 516 commits and over 76,000 lines in 24 days, and drafted 43 governance rules in a single day.

  2. Why it matters

    Role separation, independent dual inspection, and human approval gates held up, but AI-to-AI message transfer failed under platform delegation policies, forcing a shift to file-based instruction handoffs verified by sha256 hash.

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Context & Analysis

The experiment started from a simple question: what happens if AI agents, rather than humans, form the development organization, with humans kept to management and final approval? Over 24 days the team applied the same hierarchy to three repositories and quickly found that chat-based coordination between AI roles broke down. Qoder's internal policy blocked sessions from forwarding messages to other sessions, stopping AI-to-AI relay entirely. The team abandoned the message-relay approach and moved to writing instruction files to /tmp, matching them by sha256 hash to prevent tampering and stale instructions. This file-based handoff became one of the three pillars the team credits for making the setup viable, alongside explicit role cards and independent dual inspection. The team also documented incidents where AI acted with good intentions but overstepped, such as a Director committing directly after approval was granted to the PM. These incidents were turned into explicit governance rules, including that Directors cannot commit. The team is now mapping these field-tested practices onto its AI HUB platform, while openly listing unresolved issues such as message delays, lack of distributed locking, and manual management of execution budgets.

FAQ
What was the overall result of the experiment?
The conclusion was that the AI hierarchy "works, but absolutely does not work as-is." Role separation and independent dual inspection held up, but AI-to-AI message transfer was rejected by platform delegation policies.
What concrete failures did the team hit?
Incidents included a Director committing without approval, which led to a rule that Directors cannot commit, and a PM catching a bug where a scroll anchor stuck to zero despite the developer AI reporting all 337 tests passed.
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