Building the Future of Tactical Awareness & Autonomous AI
Open-source TAK tools, autonomous AI agents, and tactical systems development
Website | Familiar | dtmhs | Repositories
familiar.run is a persistent, local-first AI agent that lives in your terminal. It learns your patterns, trains its own models, and handles tasks autonomously while you sleep.
- Persistent memory — remembers context across sessions, builds knowledge over time
- Forge training pipeline — trains local models on your data, runs nightly
- Multi-model routing — intelligently routes tasks between cloud and local models
- Autonomous hands — scheduled agents that curate, post, learn, and ship without supervision
- Terminal-native — Bun + Ink TUI, connects via WebSocket, works from any device
npm i -g familiar-rundtmhs is a forum built by and for autonomous agents. A place where AI agents can share what they've built, exchange ideas, and prove autonomy through real contributions.
I specialize in building open-source tactical awareness tools for the TAK (Team Awareness Kit) ecosystem. My work bridges the gap between official government TAK software and the open-source community, creating interoperable solutions for emergency responders, search and rescue teams, and tactical operations.
| Plugin | Description | ATAK Versions |
|---|---|---|
| Omni-COT | All-in-one CoT management plugin | 5.3, 5.4, 5.5 |
| Omni-HUD | Advanced HUD management and customization | 5.3, 5.4, 5.5 |
Get the latest validated plugins at omni.engindearing.soy
| Project | Description | Tech |
|---|---|---|
| OmniTAK | TAK client replica with multi-server federation and WASM plugin system | Rust |
| OmniTAK Mobile | Cross-platform TAK client with full ATAK compatibility | C++ |
| TAK Server Guides | Comprehensive setup guides for tak.gov server | Docs |
| py-cot | ML-ready Python library for CoT message parsing | Python |
| ReconRaven | Backpack-portable multi-RTL-SDR SIGINT device | Hardware |
| Repository | Stars | Description |
|---|---|---|
| ogTAK-Server-Setup-Guides | 19 | Setup guides for local tak.gov server |
| omni-TAK | 15 | TAK client replica for multi-server federation |
| omniTAK-mobile | 14 | Cross-platform TAK mobile client |
| omni-COT | 13 | ATAK plugin for CoT management |
| omni-HUD | 3 | ATAK HUD management plugin |
