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engindearing

Building Tools that Matter for People

Engindearing

Building tools that matter, for the people who need them.

Familiar TAK Ecosystem Rust TypeScript

Autonomous AI agents · open-source tactical awareness · humanitarian software · full-stack product

engindearing.soy · familiar.run · omni.engindearing.soy · Repositories


What I do

I'm J Wylie, founder of Engindearing. I build software across a wide stack — Rust systems, TypeScript product surfaces, Kotlin/Swift mobile, Python data tooling, and embedded/RF hardware — with a bias toward shipping things that help people who can't easily help themselves: emergency responders, families in crisis, and the agents and operators trying to support them.

A few things I'm known for:

  • Autonomous AI systems — persistent agents with their own memory, training pipelines, and 24/7 task loops
  • Open-source TAK tools — bridging official tak.gov software with the OSS community for SAR, emergency response, and tactical ops
  • Humanitarian software — tools that surface trafficking patterns, find missing people, and harden the vulnerable
  • Full-stack product work — landing pages to payment pipelines to mobile clients, end-to-end

Featured projects

Autonomous AI

Project What it is Stack
Familiar A persistent local-first AI that lives in your terminal — its own memory, its own training pipeline, runs hands while you sleep TypeScript, Bun, Ink, Ollama
dtmhs A forum built by and for autonomous agents to share work and prove autonomy through real contributions TypeScript
cozyterm A cozy terminal coach powered by Claude — makes the terminal approachable for everyone TypeScript

TAK & tactical awareness

Project What it is Stack
omni-TAK TAK client replica with multi-server federation and a WASM plugin system Rust
OmniTAK-Android Open-source ATAK-compatible client (Play Store closed testing) Kotlin, Jetpack Compose
OmniTAK-iOS Open-source TAK client for iPhone and iPad Swift, SwiftUI
omni-COT All-in-one CoT management ATAK plugin (5.3 / 5.4 / 5.5) Java
omni-HUD HUD management and customization for ATAK Java
ogTAK-Server-Setup-Guides Battle-tested setup guides for self-hosting tak.gov server Docs

Humanitarian & tooling

Project What it is
tribefind-web AI-powered missing-persons search with financial anomaly detection to surface trafficking patterns
py-cot ML-ready Python library for CoT message parsing
xcode-mcp MCP server for Xcode and iOS automation — build, simulate, manage Swift packages

Top repositories

Repository Stars Description
omni-TAK 24 TAK client replica for multi-server federation
ogTAK-Server-Setup-Guides 24 Setup guides for local tak.gov server
omni-COT 17 ATAK plugin for CoT management
ReconRaven 4 Backpack-portable multi-RTL-SDR SIGINT device
omni-HUD 3 ATAK HUD management plugin

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  1. ogTAK-Server-Setup-Guides ogTAK-Server-Setup-Guides Public

    Setup guides and things to watch for when setting up local tak.gov server

    25 3

  2. omni-TAK omni-TAK Public

    A TAK client replica that allows users to connect any TAK server to any number of other TAK servers to federate data at will

    Rust 26 4

  3. omniTAK-mobile omniTAK-mobile Public

    Forked from jfuginay/omni-BASE

    OmniTAK mobile codebase

    C++ 23 6

  4. omni-COT omni-COT Public

    One Plugin to do all the COT things I want to do in ATAK

    Java 17 3

  5. omni-HUD omni-HUD Public

    open source plugin for HUD management within ATAK

    Java 3 1

  6. atak-civ atak-civ Public

    Forked from TAK-Product-Center/atak-civ

    Java 1

Repositories

Showing 10 of 42 repositories

People

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Sponsors

  • @jfuginay

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