New | Mlhbdapp

+----------------+       +------------------+       +------------------+
|  Model Service | --->  |  mlhbdapp-agent  | --->  |  mlhbdapp-server |
+----------------+       +------------------+       +------------------+
        ^                         ^                        ^
        |                         |                        |
   Custom Metrics          Telemetry Transport      Dashboard UI
   (Python, Java)           (gRPC / HTTP/JSON)       (React + Plotly)

Note: The entire stack can be run as a single Docker‑Compose file for dev, or split into micro‑services for production (e.g., server on a dedicated VM, agent on each inference node).

Q: Is MLHBDAPP New free? A: Yes, the core app remains free and open-source. However, advanced plugins (e.g., the PDF editor and VPN client) require a one-time purchase or subscription.

Q: Is MLHBDAPP New available on the Apple App Store or Google Play? A: Currently, only the beta version is available via TestFlight (iOS) and direct APK (Android). The stable release will hit official stores in approximately 45 days. mlhbdapp new

Q: Does MLHBDAPP New work on iOS? A: Yes, but with one caveat: the MLHB Link sync feature is fully functional, but the plugin store is restricted due to Apple’s sandboxing policies. You can still install Apple-approved plugins.

Q: How do I report a bug in the new version? A: Use the integrated bug reporter: MLHBDAPP New > Help > Report Issue. Include your device logs (the app will auto-anonymize them). Verified bug reporters receive a free plugin of their choice. Note: The entire stack can be run as

# docker-compose.yml (copy‑paste)
version: "3.9"
services:
  mlhbdapp-server:
    image: mlhbdapp/server:2.3
    container_name: mlhbdapp-server
    ports:
      - "8080:8080"          # UI & API
    environment:
      - POSTGRES_PASSWORD=mlhb_secret
      - POSTGRES_DB=mlhb
    volumes:
      - mlhb-data:/var/lib/postgresql/data
    healthcheck:
      test: ["CMD", "curl", "-f", "http://localhost:8080/health"]
      interval: 10s
      timeout: 5s
      retries: 5
volumes:
  mlhb-data:

docker compose up -d
# Wait a few seconds for the DB init...
docker compose logs -f mlhbdapp-server

You should see a log line like:

🚀 MLHB Server listening on http://0.0.0.0:8080

The "Vapor" UI allows three-finger swipe assignments. Swipe left to open the Plugin Store, swipe right to toggle dark/light mode, and swipe down to trigger an AI summary of your current project. You can reprogram these in Gestures & Shortcuts. Q: Is MLHBDAPP New free

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I will then give you a proper feature analysis — including how it works, edge cases, comparison to similar tools, and potential improvements or bugs.