Flock

Flock 0.5.800 adds decision models: agents ask typed questions, get a probability for every answer and route on it, with escalation, voting, shadow mode, explanations and human review for everything the model is not sure about.

Flock 0.5.700 adds FlockApplication and a Microsoft Foundry adapter: every Responses request runs as its own isolated blackboard workflow, with streaming, cancellation and model access through the agent identity.

Anyone who has pushed agent workflows past a demo runs into the same wall: building the agents is the easy [...]

AI agents are moving into production. And with that move comes a set of questions that no one asks during [...]

Flock's declarative type contracts and blackboard architecture bring enterprise-grade orchestration to OpenClaw's powerful AI agents. Engine-level integration preserves full blackboard [...]