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GBrain merged 14 PRs in 72 hours, with a net +28,746 / -1,173 lines of production…

2026-05-12 · 04:24 UTC ·@garrytan ·1 min read

Brief

GBrain underwent a rapid three-day sprint: 14 PRs merged and nearly 29K net added lines, pushing the project from v0.31.2 to v0.32.4. Key work focused on hot-memory and real-time fact extraction (#885, #796), a major rewrite of take handling (#795), routing/resolver improvements, embedding recipes, auto-upgrade and community fixes.

Why it matters

GBrain merged 14 PRs in 72 hours, with a net +28,746 / -1,173 lines of production code.

Key details

  • Top merged PRs: #885 'facts join system-of-record' (+5,682) implementing a hot-memory layer; #795 'takes v2' (+5,306) rewritten from 100K-take production learnings; #796 'extract facts during sync' (+3,418) enabling real-time hot memory.
  • Release advanced v0.31.2 → v0.32.4 with eight version bumps; other highlights include #859 functional-area resolvers (+3,166) for routing-table compression, #810 five new embedding recipes (+1,818) that closed a 17-PR cluster, and #804 adapting five community PRs (+828).
Source evidence

GBrain update

14 PRs merged in 72 hours. +28,746 / -1,173 lines.

The highlights:

• #885 facts join system-of-record (+5,682) — the hot memory layer
• #795 takes v2 (+5,306) — rewritten from 100K-take production learnings
• #796 extract facts during sync (+3,418) — real-time hot memory
• #859 functional-area resolvers (+3,166) — routing table compression
• #810 5 new embedding recipes (+1,818) — closed a 17-PR cluster in one shot
• #801 MCP graceful cleanup (+1,863)
• #816 thin-client auto-upgrade (+1,608)
• #808 multi-source threading (+1,571)
• #844 canonical model IDs (+1,304)
• #804 doctor fix-wave, adapting 5 community PRs (+828)

Nearly 29K lines of production code merged in 3 days. v0.31.2 → v0.32.4. Eight version bumps.

Been busy.