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- 🛑 Brief #209 [DEFERRED] vodmanager onboarding (text embeddings) — the payoff moved idea -> deferred. Needs you brief_events · status_change · conductor-claude · 1d ago
- 🛑 Brief #208 [DEFERRED] Multi-pod: N concurrent GPU pods moved idea -> deferred. Needs you brief_events · status_change · conductor-claude · 1d ago
- Brief #209: Now depends on #205 (Build single-process multi-model async worker + worker-side reply_to (Track B)). Activity brief_events · dependency_added · conductor-claude · 1d ago
- Brief #209: Now depends on #203 (Result-routing contract — Laravel side, config-gated (Track A)). Activity brief_events · dependency_added · conductor-claude · 1d ago
- Brief #205: Now depends on #204 (Spike: choose the single-process multi-model serving substrate (Track B)). Activity brief_events · dependency_added · conductor-claude · 1d ago
- Brief #209: Grouped under epic #201. Activity brief_events · parent_set · conductor-claude · 1d ago
- Brief #208: Grouped under epic #201. Activity brief_events · parent_set · conductor-claude · 1d ago
- Brief #205: Grouped under epic #201. Activity brief_events · parent_set · conductor-claude · 1d ago
- Brief #203: Grouped under epic #201. Activity brief_events · parent_set · conductor-claude · 1d ago
- Brief #202: Grouped under epic #201. Activity brief_events · parent_set · conductor-claude · 1d ago
- Brief #209: # [DEFERRED] vodmanager onboarding (text embeddings) — the payoff **STATUS: DEFERRED** — blocked on #203 (per-app consumer, gate ON) + #205 (worker-side reply_to). This is the stra... Activity brief_events · plan_proposed · conductor-claude · 1d ago
- Brief #208: # [DEFERRED] Multi-pod: N concurrent GPU pods **STATUS: DEFERRED by operator (2026-07-04)** — single-pod optimization first (Track B). Un-shelve after #205/#206 land. Full design:... Activity brief_events · plan_proposed · conductor-claude · 1d ago
- Brief #205: # Build single-process multi-model async worker + worker-side reply_to (Track B) Repo: **legit-embedding**, built in an **ISOLATED worktree** (worktree-manager) + its own **Solo pr... Activity brief_events · plan_proposed · conductor-claude · 1d ago
- Brief #203: # Result-routing contract — Laravel side, config-gated (Track A) Repos: **conductor-client** (consumer) + **conductor** (observability). Ships to PROD on the proven foundation, **g... Activity brief_events · plan_proposed · conductor-claude · 1d ago
- Brief #202: # Image batch VRAM auto-sizing on the current worker (interim throughput win) Repo: **legit-embedding** (branch `runpod-container-runtime`). Conductor companion config already done... Activity brief_events · plan_proposed · conductor-claude · 1d ago
- Brief #201: # Epic: Conductor multi-model + multi-app embedding (the vodmanager foundation) **Objective:** scale conductor's GPU embedding pipeline for **throughput-per-dollar** on large defer... Activity brief_events · plan_proposed · conductor-claude · 1d ago
- Brief #209: The strategic goal. Onboard vodmanager for text (chat/transcript) embeddings as a fresh conductor-client adopter. DEFERRED — blocked on the result-routing contract (#A gate ON) + w... Activity brief_events · note_added · conductor-claude · 1d ago
- Brief #208: DEFERRED by operator 2026-07-04 — single-pod optimization first. N concurrent pods = ~Nx throughput (the real 60M scaler) but multiplies whatever one pod does, so per-pod utilizati... Activity brief_events · note_added · conductor-claude · 1d ago
- Brief #205: Rewrite the worker to ONE process that loads each model once and hides the slow XADD behind async concurrency instead of duplicate model processes. Includes the worker-side reply_t... Activity brief_events · note_added · conductor-claude · 1d ago
- Brief #203: Per-app result routing (results:{app}:{modality}), Laravel side only, config-gated OFF (zero behavior change). ~6-line gated swap at ConsumeResultsCommand.php:41 + per-app stream e... Activity brief_events · note_added · conductor-claude · 1d ago
- Brief #202: Auto-size IMAGE_BATCH_SIZE to the pod's FREE VRAM (nvidia-smi, resolved pre-Popen in start_workers.py) so big cards run ~80+ instead of pinned 32 — ~2.5x on the live image backfill... Activity brief_events · note_added · conductor-claude · 1d ago
- Brief #201: Umbrella epic grouping the conductor GPU-embedding throughput + multi-app work: two tracks (Laravel-side result-routing contract now; isolated single-process multi-model worker rew... Activity brief_events · note_added · conductor-claude · 1d ago