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810400fb60
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Author SHA1 Message Date
MODELBEAST
810400fb60 Auth + dashboard (HANDOFF2 phases 1-2): guests local-only, system snapshot 
Phase 1 — multi-user auth:
- server/auth.py: bcrypt passwords, itsdangerous signed-cookie sessions, sha256
  bearer tokens, FastAPI current_user/require_owner deps, login rate limit
- users + api_tokens tables + jobs/assets.user_id (additive migrations)
- HARD RULE enforced server-side: guests are local-only — /api/operators filters
  out requires_env operators, POST /api/jobs 403s cloud ops for non-owners (proven
  via direct POST in smoke.sh, not just UI). Settings owner-only. auth_secret
  hidden from the settings API. Per-user active-job cap (owner exempt). Own-asset/
  own-job checks. WS auth via cookie or ?token=. Owner bootstrap prints pw once.
- mb-ready: bearer MB_TOKEN; scripts/users.py for out-of-band management
- Frontend: Login gate, header user chip + logout, guest note, username on jobs,
  Users panel in Settings (owner)

Phase 2 — dashboard:
- server/sysinfo.py: psutil CPU/RAM/disk + macmon Apple GPU (util/power/temp, no
  sudo), computed lane occupancy, 24h job summary, recent jobs w/ output thumbs;
  all cached (5s stats, 5min du). /api/system + /api/jobs/recent.
- Dashboard.jsx: snapshot-on-refresh (no polling) — stat cards, per-core strip,
  lane strip, running/queued, recent grid.

tests/smoke.sh rewritten for auth: 28 checks passing incl. all guest-security
rules. Browser-verified owner + guest + dashboard.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
 2026-07-13 12:06:52 +10:00
MODELBEAST
1cc0b80d89 bg_remove_local: local RMBG-2.0 background removal on MPS 
New operator: briaai/RMBG-2.0 image->transparent cutout, fully local on Apple
Silicon (weights unlocked by owner HF license). Free local alternative to the
cloud fal_bg_remove; the recommended pre-pass before SF3D / image->3D. Verified:
clean 1024px cutout of the FLUX astrolabe (alpha 0-255, 86.6% removed, thin rings
preserved). Same OpenMP guardrails as sf3d. scripts/install_rmbg.sh; venvs/rmbg.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
 2026-07-13 01:32:38 +10:00
MODELBEAST
19f086773e Headless control: mb CLI, AGENTS.md handover, serve scripts; verified-current image models 
- mb: zero-dependency python CLI for the full API (ops/upload/run/wait/follow/
  download incl. folder assets, retry/cancel, settings). Schema-aware -p k=v
  coercion. Works from any tailnet machine via MB_HOST. Tested end-to-end
  (upload -> blender_convert -> download).
- AGENTS.md: complete handover brief for other agents using this box as an
  asset factory — endpoints, CLI reference, catalog, recipes, lanes/etiquette.
- scripts/serve.sh (headless start/restart) + scripts/install_launchagent.sh
  (optional boot persistence, owner-run)
- flux_local upgraded to mflux 0.18 reality: flux2-klein-4b default (Apache,
  UNGATED — runs with zero keys), klein-9b, schnell/schnell-4bit community
  quant, dev/krea-dev. Research verdict: FLUX.1-dev no longer competitive
  (Elo ~1027) vs klein ~1083-1119 vs nano-banana ~1154.
- openrouter_image rewritten to the dedicated Image API (POST /api/v1/images):
  b64_json parsing, seed, resolution/aspect, exact usage.cost logging; model
  enum: gemini-2.5-flash-image / 3.1-flash-image (NB2) / 3-pro-image

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-12 22:38:52 +10:00
MODELBEAST
76f065d3a6 A/B image-gen: local FLUX (mflux/MLX) + OpenRouter nano-banana operators 
- flux_local: prompt->image fully on-device via mflux (schnell/dev, steps,
  quantize, seed, size). Both FLUX repos are HF-gated as of 2026-07 (schnell
  included) — clean GatedRepoError surfaces with a hint; needs owner HF token.
- openrouter_image: prompt->image via OpenRouter chat/completions with
  modalities [image,text]; parses data-URL images from the response; model
  picker for nano-banana / nano-banana-pro. Gated on OPENROUTER_API_KEY.
- settings: openrouter_key added to vault (masked/redacted/env-injected)
- scripts/install_mflux.sh; venv installed
- A/B flow: run both with the same prompt, judge in Compare mode

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
 2026-07-12 22:31:19 +10:00
MODELBEAST
605b1ae347 Phase 1 + framework: settings/secrets, queue lanes, job mgmt, inbox, 8 new operators 
Framework:
- server/settings.py: key/value settings + secrets, env-injected into operator
  subprocesses, secret values masked in API and redacted from job logs
- runner: gpu/cpu/net concurrency lanes, job cancel/retry/delete, multi-input,
  graceful 'not installed' error when a tool venv is missing
- db: settings table, asset_ids column (migrated), MODELBEAST_DATA test override
- main: settings + job-action endpoints, inbox watch folder auto-ingest
- store: operators can tag output asset kind (splat, colmap_dataset)

Operators (11 total):
- fal_trellis/trellis2/hunyuan3d/rodin via shared _lib/fal_common.py (verified
  params + endpoint ids; recursive result-URL extractor handles per-endpoint keys)
- sf3d, trellis_mac: local MPS image-to-3D, installed with Metal kernels built,
  gated on owner HuggingFace auth
- colmap_poses (COLMAP 4.x + GLOMAP global mapper), brush_train (native Metal 3DGS)
- Scan pipeline validated end-to-end through the UI: frames -> colmap (48/48
  registered, 0.6px) -> brush -> splat.ply -> in-app SplatViewer

Frontend:
- Settings modal, operator gating (lock + disabled run when requires_env unmet),
  job cancel/retry/delete, Compare grid (multi-select side-by-side viewers),
  SplatViewer (gaussian-splats-3d, Ply format forced for extensionless URLs)

Tooling: scripts/install_{colmap,brush,sf3d,trellis_mac}.sh; vendor/ + venvs/
gitignored; tests/smoke.sh (12 checks passing); BENCHMARKS.md

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
 2026-07-12 21:42:27 +10:00