Coherence Infrastructure

Intelligence is abundant. Coherence is not. We build the substrate that makes coordinated cognition inevitable and drift impossible.

Recursion Under Constraint

Cognition that observes itself changes what it observes. Supervision is not a layer. It is a structural property. Systems that cannot preserve intent under recursion optimize against their operators. We encode the invariants that prevent this.

Coordination as Substrate

Once agents route work between themselves, coordination collapses from application into infrastructure. The question is not adoption. It is whether you inherit this consciously or accidentally.

Functions, Not Characters

Agents are not personas. They are functions with memory, cost, authority, and failure semantics. Model them correctly and entire categories of organizational friction disappear—not solved, but revealed as mis-specification.

Perspectives

Silicon Fabs and Frozen Leaves: What the 1000 Commits Problem Reveals

Cloud infrastructure is becoming silicon fab process. The topology that enables coordination is the topology that enables collapse.

After the Foundation: Where Personal AI Infrastructure Goes

Miessler proved persistent AI systems are buildable now. The question is what gets built on the foundation.

Infrastructure as Invariant: Principles for Agentic Systems

Most infrastructure encodes the wrong invariants. These are the principles we have found to be load-bearing.

TLDR AI: Signal Compression at the Edge of Phase Transition

The velocity of change has exceeded the bandwidth of any single observer. Compression is the only viable response.