Orchestration
Exogram vs OpenAI Swarm
“Multi-agent handoffs. Still no execution boundary.”
What OpenAI Swarm Does
- •Experimental multi-agent orchestration framework built by OpenAI.
- •Focuses on lightweight, stateless agent handoffs and routine execution.
- •Agents can transfer execution context to other agents seamlessly.
- •No execution governance — tools are executed directly by the active agent.
What Exogram Does
- ▸Exogram governs every tool call before the Swarm agent executes it.
- ▸Agent handoffs are great for context, but bad for traceability. Exogram ensures every action is cryptographically attributed regardless of which agent executed it.
- ▸Provides the missing execution boundary for multi-agent systems, functioning seamlessly as an upstream interceptor.
Key Differences
| Dimension | OpenAI Swarm | Exogram |
|---|---|---|
| Role | Agent coordination (handoffs) | Action governance (safeguards) |
| Tool Validation | None | Deterministic enforcement |
The Verdict
Use Swarm for experimental multi-agent flows. Use Exogram to ensure those experiments don't inadvertently destroy your production databases.
Is OpenAI Swarm vulnerable to execution drift?
Run a static analysis on your LLM pipeline below.
STATIC ANALYSIS
Frequently Asked Questions
Can Exogram track actions across Swarm handoffs?
Yes. Exogram evaluates the atomic tool call regardless of which agent in the Swarm initiated it. Each action is cryptographically attributed and validated.