Business fit6.8/10
Implementation readiness6.0/10
Verdict
Testing — fits prototyping, not yet our default for production agent systems.
What was tested
Role-based agent team for an internal operations workflow.
Test environment
Local dev, mixed model providers.
Strengths
- Fast to prototype role-based agents
- Readable task definitions during review
- Low ceremony for early shaping conversations
Limitations
- Some abstractions hide control we want explicit
- Determinism story is weaker than graph-based frameworks
- Limited surface for fine-grained approval boundaries
Risks
- Shipping something that demos well and fails in operations
- Coupling business logic to role abstractions that are hard to unwind
Integration notes
Useful for early shaping; we typically rebuild on a graph framework before production.