AgentWorx
An event-driven, deterministic visualization system that simulates a multi-agent software engineering organization.
Problem
Multi-agent systems are opaque. Developers building agent orchestration have no way to observe, debug, or validate agent interactions without deploying to production.
Approach
Built an event-driven simulation engine that models a multi-agent software engineering org. Each agent operates deterministically, producing observable state transitions. A visualization layer renders the full system in real-time.
Result
Developers can simulate, observe, and iterate on multi-agent architectures locally before committing to production infrastructure.
Stack
What I'd do differently
Would invest more in replay and time-travel debugging from the start.
AgentWorx models a software engineering organization as a set of cooperating agents, each with defined roles, tools, and communication protocols. The system is fully deterministic, making it possible to reproduce and debug any interaction.
Core concepts
- Deterministic agents: Each agent follows explicit state machine logic with observable transitions
- Event bus: All inter-agent communication flows through a typed event system
- Visualization: Real-time rendering of agent states, message flow, and task progress
- Simulation control: Pause, step, and replay any execution sequence
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