llm-connect/.custodian-brief.md

Custodian Brief — llm-connect

Domain: custodian
Last synced: 2026-05-17 17:51 UTC
State Hub: http://127.0.0.1:8000 (adjust if running on a remote machine)

Active Workstreams

Adaptive Cost-Quality Routing

Progress: 10/23 done | workstream_id: e1807fab-e29e-4517-b362-95737a96582d

Open tasks:

• · AdaptiveRoutingPolicy extends RoutingPolicy and selects the cheapest adapter whose observed mean quality clears the floor 0e9f9f8e
• · Tie-breaking: prefer lower observed cost, then explicit preferred adapter from static rules 59d44712
• · Cold-start behaviour falls through to static RoutingPolicy.resolve when observations are missing 1927d369
• · Functional contract doc for adaptive policy and sample-size/freshness trade-off 4d4717c1
• · Tests: floor enforcement, tie-break, cold-start, window-size effect, fallback chain 304bd782
• · ShadowingAdapter wraps a candidate adapter, also invokes the baseline adapter, grades, and appends to QualityLedger 62dd507f
• · Sampling: caller-configurable shadow_rate so production load is not doubled ccb73e92
• … and 6 more open tasks

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MCP Orientation (when available)

If the state-hub MCP server is reachable, call: get_domain_summary("custodian") This provides richer cross-domain context. If the MCP call fails, use this file as your orientation source.