Network-AI
Engineering

The Blackboard Is a Contract, Not a Cache

Published 2026-10-05 | Shared state contract

Shared agent state works when every writer honors schema, versioning, and ownership rules, which makes the blackboard a contract rather than a scratch pad.

A cache can be stale and nobody is harmed. Shared workflow state cannot, because downstream agents make irreversible decisions based on what they read.

Contract terms worth enforcing

  • Writes carry versions so conflicts are detectable, not silent.
  • Every key has an owner who defines what valid values mean.
  • Readers can tell fresh state from abandoned state without guessing.

Use the blackboard schema, architecture guide, and examples to hold every agent to the same shared-state contract.

Continue evaluating

Treat shared state as an interface.

Use the blackboard schema, architecture, and examples docs to hold every writer to the same schema, versioning, and ownership rules.

Blackboard schema Architecture Examples