How it works
AICoven orchestrates multiple models with shared memory. The core ideas: Context Sandwich, Orchestrated routing with fallback, and Roundtable + Reconcile.
1) Context Sandwich
Requests are constructed as a layered bundle:
- System prompt with role configuration
- Retrieved memories scoped to the current thread/workspace
- Recent thread messages (windowed)
- Current user message
2) Orchestration with fallback
Each request can target a preferred model but includes provider‑aware fallback paths. If a provider is unavailable or you’ve hit a quota, the router transparently retries on a compatible model you’ve enabled.
3) Roundtable + Reconcile
Multiple roles can respond to the same prompt. A reconcile step compares outputs and synthesizes a single, auditable result you can accept or refine.
Memory approvals
Proposed memories are queued for your review. Approved items become searchable context for future work; rejected items are not retained.