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Aphrodine-wq/README.md
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James Walton — Construction estimator turned developer. 8 months. 35 projects. 3.6M lines. AI as a build partner.


  ┌─────────────────────────────────────────────────┐
  │                                                  │
  │   I came from job sites, not computer science.   │
  │   Estimating costs, managing crews, building     │
  │   things that stand up. Now I write software     │
  │   the same way — scope it, plan it, ship it.     │
  │                                                  │
  │   The AI didn't replace the work.                │
  │   It multiplied what one person can reach.       │
  │                                                  │
  └─────────────────────────────────────────────────┘

The Work

                    P R O D U C T S
  ─────────────────────────────────────────────────

   FAIRTRADEWORKER          Construction marketplace
   ░░░░░░░░░░░░░░░░░░░░    Homeowners post, contractors bid
   Next.js + Spring Boot    No lead fees. Flat subscription.
   React Native mobile      QuickBooks-native payments.
   Custom AI estimation     Real-time bidding via WebSockets.

   ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─

   MSHOMEPROS               Contractor platform
   ░░░░░░░░░░░░░            Built for MHP Construction
   Next.js + Electron       Oxford, Mississippi
   Deployed on Vercel       First real customer.

   ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─

   DRIFTLANDS               Survival crafting game
   ░░░░░░░░░░░              Rust + Bevy 0.15 ECS
   Procedural worlds        Combat, crafting, dungeons
   Targeting Steam EA       27K lines of Rust
                      T O O L S
  ─────────────────────────────────────────────────

   CLAUDE EYES              Screen intelligence
   ░░░░░░░░░░░░░░░░░░░░    29K LOC. 64 MCP tools.
   Python + SQLite          OCR capture, knowledge graph
   REST API + MCP           Encrypted. Plugin system.
   14 analysis engines      What Recall couldn't ship.

   ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─

   AEON                     Formal verification
   ░░░░░░░░░░░░░░░░        73 engines, 22 cybersecurity
   Python + Z3 SMT          Multi-language static analysis
   85K+ lines               Catches what tests miss.

   ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─

   CONSTRUCTIONAI           Domain LLM
   ░░░░░░░░░░░░░░          Fine-tuned Llama 3.1 8B
   106K training examples   Real project data
   Ollama + RunPod          Construction estimation

   ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─

   WOS                      Linux distribution
   ░░░░░░░░░░░░░░░░        Nobara-based, AI-native
   Rust + Lua               Gaming + cybersecurity + AI
   Custom AI terminal       Fine-tuned shell assistant

How It Connects

                ConstructionAI
                    │
                    │ powers estimation
                    ▼
   ┌────────── FairTradeWorker ──────────┐
   │                │                     │
   │          FTW Realtime          FTW Mobile
   │        (Kotlin/Spring)       (React Native)
   │
   │  powers
   ▼
  MsHomePros
  (client platform)


  Claude Eyes ─── context ───► every session I open

  AEON ────────── verifies ─► all of the above

The Stack

  Python         ████████████████████████  AI, tools, verification
  TypeScript     ██████████████████        Web, marketplace, mobile
  Rust           ████████████              Game engine, OS, compilers
  Kotlin         ████████                  Real-time backend
  Swift          ██████                    macOS native
  Lua            ████                      OS scripting, AI shell

Python TypeScript Rust Kotlin Swift React Bevy Next.js Spring Boot


How I Build

I work with AI as a native tool. Claude is my primary build partner. Codex, Gemini, and MiniMax when a problem benefits from multiple perspectives. 70+ custom skills that turn Claude Code into a domain-specific builder for whatever I'm working on.

The construction background gives me project management instincts, cost awareness, and a bias toward shipping over perfecting. The AI gives me reach across stacks I couldn't have learned one at a time.

  ┌─────────────────────────────────────────────────┐
  │                                                  │
  │   35 projects                                    │
  │   3.6 million lines of code                      │
  │   8 languages                                    │
  │   1 fine-tuned model (106K examples)             │
  │   8 months                                       │
  │                                                  │
  │   Not because I'm fast.                          │
  │   Because the tools changed                      │
  │   what one person can do.                        │
  │                                                  │
  └─────────────────────────────────────────────────┘

Strata Software Group
Mississippi

If you're hiring, building in construction tech, or curious what solo devs can do with AI — reach out.

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