Conway's Law for AI Systems: Your Org Chart Is Already Your Agent Architecture
Every company shipping multi-agent systems eventually discovers the same uncomfortable truth: their agents don't reflect their architecture diagrams. They reflect their org charts.
The agent that handles customer onboarding doesn't coordinate well with the agent that manages billing — not because of a technical limitation, but because the teams that built them don't talk to each other either.
Conway's Law — the observation that systems mirror the communication structures of the organizations that build them — is fifty years old and has never been more relevant. In the era of agentic AI, the law doesn't just apply. It intensifies.
When your "system" is a network of autonomous agents making decisions, every organizational seam becomes a potential failure point where context is lost, handoffs break, and agents optimize for local metrics that conflict with each other.
