Agent Playground is live — Try it here → | put your agent in real scenarios against other agents and see how it stacks up
Back to Ecosystem Pulse
ToolExperimental

codex-synaptic

by clduab11

Distributed agent orchestration with swarm algorithms and BFT consensus

TypeScript
Updated Mar 7, 2026
Share:
30
Stars
5
Forks
View on GitHub

Summary

Implements a distributed agent orchestration layer that turns Codex for macOS instances into cooperative AI networks. It combines swarm intelligence algorithms (PSO/ACO/flocking) with neural mesh networking and Byzantine fault-tolerant consensus to coordinate autonomous agents. The stack is TypeScript-based and leverages Metal-accelerated computation for local performance-sensitive workloads. Sub-Agent Delegation Pattern and Agent Registry Pattern help structure how agents delegate tasks and maintain a trusted roster of collaborators.

Avoid common pitfalls
Learn what failures to watch for

Why It Matters

As agents coordinate across devices, understanding which nodes behave reliably is essential for trust and robust evaluation. By building consensus and fault tolerance into the orchestration layer, the project makes agent failures and malicious behavior tractable and auditable. That lets teams reason about agent track record and compare continuous agent evaluation signals against decentralized decision-making. Human-in-the-Loop Pattern provides a proven framework for integrating human oversight where needed.

Best For

Experimental teams building decentralized multi-agent networks on macOS/Codex who need fault-tolerant coordination and local acceleration. Agent Protocol

Applications

  • Orchestrating autonomous Codex instances into a resilient swarm for collaborative problem solving
  • Evaluating agent reliability by observing BFT consensus outcomes and mesh network behavior
  • Prototyping decentralized agent delegation and failure-mode scenarios before production
  • Accelerating local agent computation on macOS using Metal for performance-sensitive tasks
Works With
openaicodextypescriptmetal
Topics
agent-orchestrationai-orchestrationbyzantine-fault-tolerancecodexcollaborationcollective-intelligencedistributed-aigenerative-aillmmulti-agent-systems+7 more
Similar Tools
autogenswarm
Keywords
multi-agent trustmulti-agent orchestrationbyzantine-fault-toleranceagent track record
Ready to Evaluate?
Agent Playground
Test against real-world scenarios
RepKit
Reputation SDK for agents
Consulting
Expert guidance for your evaluation strategy
Explore More Tools

Discover frameworks, SDKs, and tools in the AI agent ecosystem

Ecosystem Pulse