v0.8.0

Wave B of the redesign: business knowledge (a glossary and other knowledge sources) now reaches the index and the prompts, a review queue holds every proposed change until someone accepts it, a schema profiler proposes joins, roles and drafted descriptions, ambiguous questions can be re-asked with a choice, every answer can say why, and a cost rule can refuse or confirm an expensive query. A few APIs and flags change: read Upgrading before you install it.

0.8.0 (2026-10-28)

Features

• adapters: estimate (rows read) and probe_overlap (C1) (#332) (a9f9890)
• clarify: re-ask with a choice, save a pick, settled phrases (L2) (#345) (bf7e3b7)
• clarify: the clarifier and the needs_clarification result (L1) (#339) (5498605)
• explain: why this answer, rendered from the typed plan (X1) (#335) (da43eba)
• feedback: corrections, a checked fix filed as a verified-query proposal (F1) (#341) (bfe1b10)
• index: glossary in the index, refresh, no model text (K3) (#344) (9e9a5b6)
• index: scope the retrieval inspector by caller (B-K3b) (#348) (bbba233)
• knowledge: knowledge in the prompts and PlannerAnswer (K2) (#340) (55aef12)
• knowledge: knowledge sources, merge, scope filter, show and export (K1) (#336) (9092eac)
• policies: the cost rule, refuse or confirm before an expensive query runs (C2) (#342) (2c2bd00)
• profiler: drafted descriptions under a cost cap, filed for review (P2) (#347) (4bec3e1)
• profiler: joins and column roles from bounded probes (P1) (#343) (916815a)
• review: the review queue, accept as the only writer, thumbs-up proposals (Q1) (#337) (13567e7)
• wave-b: the shared shapes for knowledge, review, profiler, clarify, explain and cost (B0) (#329) (1b56cd8)

Bug Fixes

• llm: read the key from Bearer too, and stop aliasing on_llm_error (#351) (581c9dc)

Documentation

• release: notes for 0.8.0 (#349) (2292cca)