CheapSecurity

viofosync is a self-hosted web application for syncing, browsing, editing, and exporting recordings from a Viofo dashcam over Wi-Fi. It runs as a Docker container on a NAS or other always-on host and automatically copies clips when the dashcam joins the home network; its download manager can retry, skip, or prioritize footage, while GPS traces are fetched separately to identify journeys, stops, and place names before full videos are downloaded. The web interface groups clips by day, detects journeys and displays them on maps, supports browser playback and preview scrubbing, and provides retention controls for protecting, pruning, or deleting clips from the camera's SD card. Its video editor trims footage, cuts between camera angles, and adds picture-in-picture segments before exporting original, joined, inset, or edited videos through FFmpeg, with hardware acceleration where supported. It also exposes dashcam settings, offers a first-run setup wizard, and integrates with Home Assistant over MQTT. The project has a v2 web-application rewrite; the repository also preserves the earlier cron-driven command-line interface. It has been tested with the Viofo A229 Pro and requires a Viofo Wi-Fi dashcam operating in station mode on the same LAN, along with an always-on host.

Securo is an open-source, self-hosted personal-finance manager developed by securo-finance. It keeps financial data on the user's infrastructure and provides multi-account management, transaction search and CSV export, imports for OFX, QIF, CAMT, and CSV files, categorization rules, recurring transactions, budgets, savings goals, asset valuation, reports, multi-currency conversion, and optional bank synchronization through Pluggy, Enable Banking, or SimpleFIN. The application supports multiple users, passkeys, TOTP two-factor authentication, and OIDC single sign-on. An optional AI-agent profile adds self-hosted chat over Securo data, tool use through MCP, multi-provider support, and a per-agent RAG knowledge base. It can be deployed with Docker or Podman, uses a FastAPI and PostgreSQL-based stack with Redis and Celery, and is licensed under AGPL-3.0.

CarWatch is an open-source, offline in-car AI agent from ThinkOffApp that runs on a Raspberry Pi 5 with a locally hosted language model. It joins chat rooms as a vehicle agent, answers questions from the car's owner's manual using lexical retrieval-augmented generation and page citations, and reads live vehicle and system data while stating when information cannot be sensed. A continuous energy-based voice listener and whisper.cpp provide local speech input without a wake word, with responses played through the car's speakers. The system can monitor OBD and engine data, send departure and arrival messages, trip summaries, and dashcam clips, and expose a phone dashboard for approvals, replies, model selection, and maintenance. The repository describes systemd-managed services for the model server, room agent, voice listener, dashboard, and engine watcher, with Python standard-library code and no cloud subscription required.

JoyAI-Video-Edit is an open-source, instruction-guided system for editing live camera streams or uploaded videos as frames arrive. It processes frames causally without waiting for the complete video, requiring a predefined sequence length, or revisiting future frames, and supports subject and local edits, background replacement, style and motion changes, and reference-guided editing. Its autoregressive diffusion architecture combines an MLLM-based condition encoder, a causal video VAE, and a 16-billion-parameter multimodal diffusion transformer. The deployment uses aligned autoregressive distribution-matching distillation, long-horizon optimization, bounded KV-state inference, and deployment-oriented scheduling to reduce train–inference mismatch and temporal drift during streaming generation. The repository reports 30 FPS end-to-end throughput at 720 × 1248 in its deployment benchmark. The repository provides deployment code and model checkpoints, a local server with a browser interface, and instructions for CUDA-based inference. It is licensed under Apache 2.0.