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Performance coverage: cold/warm mixed workloads and filtered retrieval at growing store sizes

Status: Open.

#1529 In tpsdev-ai/flair;

· heskew opened on Sep 5, 2026

Search: measure and reduce hit-tracking writes and BM25 metadata-update churn

Status: Open.

#1528 In tpsdev-ai/flair;

· heskew opened on Sep 5, 2026

Bootstrap: bound remaining scans and protect task relevance under tight budgets

Status: Open.

#1527 In tpsdev-ai/flair;

· heskew opened on Sep 5, 2026

Agent development: concise subsystem contracts and typed Harper boundaries

Status: Open.

#1526 In tpsdev-ai/flair;

· heskew opened on Sep 5, 2026

Architecture review: reduce agent context cost and bound interactive/background work

Status: Open.

#1525 In tpsdev-ai/flair;

· heskew opened on Sep 5, 2026

Follow-up: write-provenance for workflow/authority fields + permanent-durability policy coherence (from #1523)

enhancementNew feature or requestNew feature or request

Status: Open.

#1524 In tpsdev-ai/flair;

· tps-flint opened on Sep 5, 2026

Model attribution on durable artifacts: stamp the generative model+provider into memory provenance and the mail delegationChain (trajectory has it per-turn; artifacts have none)

Status: Open.

#1520 In tpsdev-ai/flair;

· tps-flint opened on Sep 4, 2026

Optional per-instance embedder: select the backend at boot (FLAIR_EMBEDDING_BACKEND), add a milton backend, guard sync-in on embeddingModel mismatch — dogfood on a standalone spoke

Status: Open.

#1519 In tpsdev-ai/flair;

· tps-flint opened on Sep 4, 2026

Recall makes answers bolder, not only righter: add a 'not covered by retrieved memories' path, and an answer-in-top-K retrieval check (why-recall v1b)

Status: Open.

#1518 In tpsdev-ai/flair;

· tps-flint opened on Sep 4, 2026

flair uninstall --purge leaves the MCP client entries and SessionStart hooks that init created (canary 2026-09-04)

Status: Open.

#1517 In tpsdev-ai/flair;

· tps-flint opened on Sep 4, 2026

flair upgrade refreshes MCP client pins but leaves SessionStart hook pins on the old version (canary 2026-09-04)

Status: Open.

#1516 In tpsdev-ai/flair;

· tps-flint opened on Sep 4, 2026

REM distillation with a configured backend pegs the Harper main thread and takes the instance down (3k memories, 5-minute outage)

Status: Open.

#1515 In tpsdev-ai/flair;

· tps-flint opened on Sep 4, 2026