llm-connect/.custodian-brief.md

Custodian Brief — llm-connect

Domain: custodian
Last synced: 2026-05-17 18:22 UTC
State Hub: http://127.0.0.1:8000 (adjust if running on a remote machine)

Active Workstreams

Adaptive Cost-Quality Routing

Progress: 15/23 done | workstream_id: e1807fab-e29e-4517-b362-95737a96582d

Open tasks:

• · 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
• · Failure isolation: shadow errors never affect the candidate response returned to the caller b879d232
• · Functional contract doc for ShadowingAdapter 99d2c1bc
• · Tests: candidate response survives baseline failure, ledger sampling rate, sync vs async modes f533fbf4
• · Example script: route fixture batch through three candidate adapters and populate the ledger 7ef0c143
• · Integration test: cold-start, static fallback, first observations, convergence to cheapest qualifying adapter c4c6743f
• … and 1 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.