CONCEPT
Building Rigidity Traps
Segal's self-diagnosis — every organization he had built followed the adaptive cycle arc into the rigidity trap he did not have language to see.
Edo Segal's foreword to On AI contains a specific confession that gives the Holling volume its personal anchor: every organization he has built in thirty years followed the pattern Holling described — growth, accumulation, tightening, rigidity, then a shock the rigidity could not absorb. He had lived through the cycle multiple times without seeing the cycle itself. The precision with which he had optimized Napster's engineering organization into peak efficiency was the same precision that made adaptation hardest when Claude Code arrived. The foreword articulates the specific insight that converts the adaptive cycle from ecological theory into organizational self-awareness: the tighter the system, the more brittle the break.
In The You On AI Field Guide
The confession structures the book. Segal encountered Holling after the AI release had already revealed the brittleness of the system he had built. The encounter gave him language for what he had lived through — the fishbowl he had been inside, watching individual waves, unable to see the tide.
The specific organizational features Segal