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1, For auto requests, if I have multiple models which prefix-cache hit rate 0.7, go through llm choosing instead of highest ratio wins. 2, For auto requests which only have 1 user prompt, always go through ...
enhancement

edges table is written/read nowhere; nodes.parent_id is never populated; violation.status (default open ) is never updated (no resolve/ack flow, so re-scans just accumulate snapshots); drift/posture.py ...

SKILL.md (lines 6/28/56) and references/cli-reference.md:249 claim a DISA STIG baseline, but baselines/builtin/ doesn t ship one. Fix: remove the claim, or actually add the baseline. Source: BACKLOG.md ...

hosts/vms/datastores collectors differ only in a type string and a fetch fn, while DFWCollector already has the _upsert_node helper the others should share. Fix: move upsert into the Collector base (collect_records(snapshot_id, ...

Collectors commit one transaction per node (hosts/vms/datastores/dfw — thousands of commits on large inventories); _persist_events and CheckRunner insert row-by-row. web/app.py:151 runs 5 COUNT queries ...

Why Ellington census re-read of Laukens (260607-sunny-ember 2026-06-11) flagged 5 singleton entries that are s5_lines content in the s5_prescriptive corpus: - `soloing-option-mixolydian` - `soloing-option-dorian-bebop` ...

ops/ako_sync.py:69-76 expects the ingress short name as a VS-name suffix; in AKO s default shard mode many Ingresses map to pools/hostrules under shared parent VSes, so healthy Ingresses get flagged missing. ...

Same as the AIops item: MCP _safe_error allowlist omits ConnectionError, masking connection drops to a generic message via MCP. Fix: add ConnectionError to the MCP passthrough tuple. Also: ConnectionManager ...

Part of the Scene / Shot / Frame architecture milestone. This is the foundation stage and carries the design record. Why Frame currently means four things depending on context: the DB row, the holder ...

vmware_aria/connection.py is 863 lines, over the 800-line style max. Fix: split when next touched (don t churn now). Source: BACKLOG.md P3
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