Engineering core
Technologies that carry active FDS systems today.
- TypeScript
- Node.js
- Python
- C# / .NET
- Electron
- React
- SQLite
- Git
- PowerShell
- Astro
- Windows APIs
FDS // TECHNOLOGY MAP
Technology in context
A stack matters because of what it enables. This map separates what is foundational today, what is active infrastructure, what is research, and what FDS has evaluated and moved past — so "used" never quietly becomes "current".
Where the technology is used
| System | Technologies / areas | Why they are there |
|---|---|---|
| CodeForge | TypeScript, Node.js, Electron, React, SQLite, Git, VS Code, model/provider APIs | Repository intelligence, autonomous task execution, desktop/CLI/editor surfaces, and free-first model routing. |
| ForgerEMS | C#, .NET, WPF, Windows APIs, PowerShell, USB and hardware interfaces | Technician diagnostics, drive validation, USB tooling, system information, and local-first assistance. |
| Forge Control | Engineering governance and verification | Active development; no specific integration or shipped capability is publicly verified. |
| Dead Trails West | Unreal Engine 4.27, Blender | A private game project; owner-reported persistent-world simulation work has not been independently verified. |
| FDS Website | Astro, TypeScript, Vitest, Cloudflare Workers, GitHub Pages | Static public publishing plus the separately deployed Kayla site-guide runtime. |
CodeForge
Technologies / areas
TypeScript, Node.js, Electron, React, SQLite, Git, VS Code, model/provider APIs
Why they are there
Repository intelligence, autonomous task execution, desktop/CLI/editor surfaces, and free-first model routing.
ForgerEMS
Technologies / areas
C#, .NET, WPF, Windows APIs, PowerShell, USB and hardware interfaces
Why they are there
Technician diagnostics, drive validation, USB tooling, system information, and local-first assistance.
Forge Control
Technologies / areas
Engineering governance and verification
Why they are there
Active development; no specific integration or shipped capability is publicly verified.
Dead Trails West
Technologies / areas
Unreal Engine 4.27, Blender
Why they are there
A private game project; owner-reported persistent-world simulation work has not been independently verified.
FDS Website
Technologies / areas
Astro, TypeScript, Vitest, Cloudflare Workers, GitHub Pages
Why they are there
Static public publishing plus the separately deployed Kayla site-guide runtime.
Core15 items
Engineering & verification core
The engineering disciplines that carry current FDS products.
- Agentic execution
- Repository intelligence
- Automated testing
- Packaged-app validation
Active Infrastructure5 items
Active infrastructure
Services and platforms currently in use.
- GitHub (code, releases, Actions runners)
- GitHub Pages
- Cloudflare Workers (Kayla runtime)
- Windows 10/11 build machines
- NVIDIA CUDA / local GPU systems
Research5 items
Research technology
Experimental systems under evaluation or construction — not yet load-bearing.
- From-scratch foundation model experiments (longer-term)
- Multimodal module research (Garnet)
- Unreal engine bridge (fixture-validated)
- ForgeGreen runtime efficiency systems
- 8-Bit dynamic model routing / failover
Evaluated / Historical4 items
Evaluated / historical
Previously used or evaluated for workloads. Not presented as current infrastructure.
- AWS
- Modal
- Lightning AI
- Kaggle / TPU
Product and platform names belong to their respective owners. A name here indicates use, evaluation, or investigation — not endorsement, sponsorship, certification, or partnership. Research and historical entries are not presented as current infrastructure, and planned integrations are not treated as current support.