Reasoner
Ask whether runtime matches architecture — shadow agents, drifted capabilities, resilience gaps — without blocking a single exchange.** The Reasoner queries federated graph state and returns coherence judgments for operators and automation.
Why it’s worth your time
Section titled “Why it’s worth your time”- Shadow workloads — agents active in production with no CALM Forge declaration
- Drift signal — declared vs observed capabilities diverge
- Automation-ready — MCP/API queries for agents that triage before humans open a ticket
Relationship to Starfly
Section titled “Relationship to Starfly”| Source | Provides |
|---|---|
| CALM Forge | Workload, Policy, Placement (design) |
| Starfly Graph | Agent, Exchange, ToolCall (runtime) |
| Reasoner | query_coherence, shadow, gap analysis |
Starfly PEP does not run coherence checks on the exchange path. Reasoner is a consumer of graph federation APIs.
Status
Section titled “Status”Preview — reasoner export pending in this repository.
Code stub: reasoner/
Related
Section titled “Related”- How the fabric thinks — determinism vs probabilism, autonomic loop
- CALM Forge
- Starfly Graph
- Ecosystem overview