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Achievement: Starstruck

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deeflect/README.md

Hi, I'm Dee 👋

I design AI products and I build them. End to end. One person.

AI Engineer + Product Designer based in Los Angeles. 15 years shipping software. 5 years as the only product designer on VALK (now DatAI Network), a fintech platform used by 70+ financial institutions. Now I architect multi-agent systems, build RAG pipelines, fine-tune models with LoRA, and ship full-stack AI products from idea to production.

I came at AI from product design first. Most of my engineering decisions are really design decisions in different clothes — what to expose, what to hide, who's actually using the thing.

🐟 Latest

Dory — shared memory layer for AI agents. I use Claude, Codex, Hermes, and OpenClaw daily, and they all started every session from zero. So I built the layer underneath: markdown files as the source of truth, SQLite as a disposable index, five verbs. Didn't make my agents smarter — made them continuous. Open-source, MIT, runs locally.

📚 Other recent work

  • 📖 Don't Replace Me — book on surviving the AI job market, March 2026. 24 chapters of practical career advice for non-engineers.
  • 🌐 deeflect.com — projects, writing, case studies, contact.
  • ✍️ blog.deeflect.com — AI engineering, multi-agent systems, build logs.
  • 🛠 dee.ink — 31 small Rust CLI tools for AI agents.

🔧 What I work with

Multi-agent orchestration RAG LLM fine-tuning (LoRA) Vector databases Agentic workflows MCP servers React Next.js TypeScript Python Rust Solidity PostgreSQL Docker Design systems UX research Figma Information architecture

🤝 Connect

Available for AI engineering and senior product/AI design roles — full-time or contract. Based in LA. Remote preferred.

Pinned Loading

  1. dory dory Public

    One memory layer for every AI agent. Local-first, markdown source of truth, and CLI/HTTP/MCP native. Your agent forgot who you are. Again. Dory fixes that.

    Python 10

  2. awesome-geo awesome-geo Public

    Curated GEO platforms, repositories, and verification scripts for AI-era discoverability.

    TypeScript 13 2

  3. castkit castkit Public

    CLI demo videos from a single command. No recording, no editing, no retakes. Built in Rust.

    Rust 1

  4. dee-ink dee-ink Public

    31 Rust CLI tools built for AI agents. JSON output, pipe-friendly, one tool per job.

    Rust 3

  5. smart-spawn smart-spawn Public

    Intelligent model routing for AI agents. Auto-selects the right LLM per task based on benchmarks, cost, and capability.

    TypeScript 3 1

  6. universal-codemode universal-codemode Public

    Give your AI agent access to any API in ~1,000 tokens. Two tools replace hundreds. 56 APIs included.

    TypeScript 3