Issues

• epic: finish 0.6.0 and professionalize the repo (waves, owners, status)

  epic:maintenance
  davidamacey/OpenProcessor#299 · Filter by author davidamacey opened on Oct 14, 2026 · v0.6.0
  15

• chore: stale code comments and citations

  enhancement
  davidamacey/OpenProcessor#289 · Filter by author davidamacey opened on Oct 14, 2026

• test(docs): close the docs-guard gaps

  documentation
  davidamacey/OpenProcessor#287 · Filter by author davidamacey opened on Oct 14, 2026

• feat(curation): iterative cluster-sampled VLM auto-labeling (planned)

  enhancement
  davidamacey/OpenProcessor#286 · Filter by author davidamacey opened on Oct 14, 2026 · v0.7.0

• make pe-build-trt silently falls back to FP32 on the host

  davidamacey/OpenProcessor#277 · Filter by author davidamacey opened on Oct 13, 2026

• Ingest surfaces: S3 source, webhook/cron/watch triggers, gRPC decision (plan)

  davidamacey/OpenProcessor#271 · Filter by author davidamacey opened on Oct 13, 2026
  2

• perf: stage 2 follow-ups (set B photos, minimal/standard profiles, 2-card instance sweep, stamps for other engine groups)

  davidamacey/OpenProcessor#268 · Filter by author davidamacey opened on Oct 13, 2026 · v0.7.0
  1

• feat(ingest): S3 / S3-compatible object store source for bulk ingest, with watch mode

  davidamacey/OpenProcessor#264 · Filter by author davidamacey opened on Oct 12, 2026
  2

• perf(embed): embed pass stops at 58% GPU (14 img/s vs ~24 engine ceiling) and its crop vectors differ from ingest vectors (cosine min 0.9855)

  davidamacey/OpenProcessor#259 · Filter by author davidamacey opened on Oct 12, 2026 · v0.6.0
  2

• perf(search): Lucene engine and ef_construction 128 for new project indexes (from the vector store evaluation)

  davidamacey/OpenProcessor#254 · Filter by author davidamacey opened on Oct 12, 2026

• bug(projects): DELETE /curation/projects/{p} returned 409 right after ingest finished

  davidamacey/OpenProcessor#249 · Filter by author davidamacey opened on Oct 11, 2026
  1

• perf: scale ladder 10k, 100k, 1M ingest on the full server (WP-S7)

  enhancementepic:perf-gpu
  davidamacey/OpenProcessor#232 · Filter by author davidamacey opened on Oct 10, 2026 · v0.6.0

• perf(serving): ortloom-serve vs Triton head-to-head on ingest-path models (WP-S6)

  enhancementepic:perf-gpu
  davidamacey/OpenProcessor#231 · Filter by author davidamacey opened on Oct 10, 2026 · v0.7.0
  1

• plan: faces and OCR on resident crops (WP-2.5)

  enhancementepic:perf-gpu
  davidamacey/OpenProcessor#220 · Filter by author davidamacey opened on Oct 10, 2026 · v0.7.0

• perf(curation): work crops at model size for the VLM and region consumers (WP-4.1)

  enhancementepic:perf-gpu
  davidamacey/OpenProcessor#219 · Filter by author davidamacey opened on Oct 10, 2026 · v0.7.0

• audit: serve audit_sample and audit_outcome on the item wire so queue items can show an audit badge

  davidamacey/OpenProcessor#166 · Filter by author davidamacey opened on Oct 9, 2026 · v0.6.0

• frontend: SvelteKit config.alias is deprecated; move $components/$stores/$contracts to subpath imports

  davidamacey/OpenProcessor#155 · Filter by author davidamacey opened on Oct 9, 2026 · Backlog

• trainer: stop using MLflow model registry stages (transition_model_version_stage is deprecated)

  davidamacey/OpenProcessor#154 · Filter by author davidamacey opened on Oct 9, 2026 · Backlog

• security(vlm): pin the VLM HTTP connection to the validated IP (close the DNS re-resolve window)

  enhancementepic:vlm-labeling
  davidamacey/OpenProcessor#101 · Filter by author davidamacey opened on Oct 3, 2026 · Backlog

• epic: performance and GPU optimization

  epic:perf-gpu
  davidamacey/OpenProcessor#99 · Filter by author davidamacey opened on Oct 3, 2026

• epic: cleanups and refactors

  epic:maintenance
  davidamacey/OpenProcessor#98 · Filter by author davidamacey opened on Oct 3, 2026

• epic: VLM labeling quality

  epic:vlm-labeling
  davidamacey/OpenProcessor#97 · Filter by author davidamacey opened on Oct 3, 2026

• epic: monitoring, metrics and dashboards

  epic:observability
  davidamacey/OpenProcessor#96 · Filter by author davidamacey opened on Oct 3, 2026

• epic: any-domain detection and processing

  epic:any-domain
  davidamacey/OpenProcessor#95 · Filter by author davidamacey opened on Oct 3, 2026

• example/perf: car-wheel teacher-student loop on public COCO (SAM 3 labels wheels, train a small wheel detector, compare throughput)

  enhancementepic:perf-gpu
  davidamacey/OpenProcessor#84 · Filter by author davidamacey opened on Oct 3, 2026 · v0.7.0