TacticDev

👋 Hi there — We're Tactic Dev

Website Principal Organization


🧩 About Us

Tactic Dev builds scalable systems at the intersection of AI, automation, and web development.
We design products and frameworks that let teams move from concept → deployment with speed, precision, and creative control.

Our mission:

To turn complex technology into usable, elegant systems that scale.


🐧 Tux — Linux Custodian AI Agent

Tux the Linux Penguin

Meet Tux, a secure, LLM-powered Linux system administrator that understands natural language and executes system tasks safely.

Instead of memorizing terminal commands, you tell Tux what you need — and it plans, validates, and executes securely.

🛡️ Security-First Architecture

  • 🔒 Defense in Depth — 4-layer security model: Flatpak UI + User Agent + Sandboxed Adapters + Polkit System Service
  • 🚫 Zero Direct Access — LLM and UI have NO direct host access; all privilege escalation via Polkit
  • 📦 Bubblewrap Sandboxing — Read-only/limited-write adapters run in isolated namespaces
  • 🔐 Polkit Authorization — Every privileged action requires user authentication

🎯 Capabilities

  • 📦 Package Management — Install, update, remove packages with natural language
  • 💾 Storage Operations — List devices, mount/unmount, disk usage analysis
  • ⚙️ System Control — Start/stop services, check status, manage systemd units
  • 🧠 Multi-Step Planning — LLM generates execution plans with reasoning before acting

Tux embodies our philosophy: powerful automation without compromising security.



💼 What We Do

  • Full-stack web & app development
  • WordPress + headless CMS architecture
  • AI integrations and low-code automation
  • UX, branding, and systems design
  • API & workflow orchestration for modern teams

🌱 Contributing

We believe in open collaboration.
If you'd like to help shape our projects:

  • 🍴 Fork our repositories
  • 🐛 Open issues to share ideas or bugs
  • 🔧 Submit pull requests with clean, documented commits
  • 💬 Join discussions — creative input is always welcome

💬 Join the Discussion

We host ongoing conversations about AI tools, design systems, and experimental automation in our GitHub Discussions board:

👉 Tactic Dev Discussions

Come talk ideas, share experiments, or collaborate on new tools.


📚 Explore More


🍿 Fun Facts

  • We ship faster than we sleep.
  • Every project codename starts as an inside joke.
  • Our motto: Prototype it first.
  • "Tactic" = Tech + Action.

"Automation isn't about replacing creativity — it's about removing friction."
Tyler Hill, Principal Developer @ Tactic Dev