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Achievement: Pair ExtraordinaireAchievement: Pull SharkAchievement: Quickdraw

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y3dltd/README.md

Hi, I'm Jayson 👋

Building practical tools at the intersection of local AI, 3D printing, CAD, slicing, and maker-commerce automation.

Launch focus: local-context Yorkshire3D Email

🚀 Launch focus

local-context is a local sidecar for coding agents. It helps agents ask narrow, version-pinned questions about third-party libraries and get short, cited answers from local source code instead of pulling huge documentation dumps into the main context window.

What I’m aiming for:

  • smaller context usage for coding agents
  • version-pinned answers grounded in real source files
  • local-first model support through OpenAI-compatible endpoints
  • practical install docs, examples, tests, and clear citations

🧰 What I work on

  • 3D printing + digital fabrication — CAD, FDM printing, slicer workflows, Bambu Studio, OpenSCAD, sustainable materials, and repeatable production setups.
  • AI + developer tooling — MCP, local LLMs, coding-agent workflows, source-grounded answers, and small utilities that save context instead of wasting it.
  • Maker-commerce automation — product listing generation, marketplace tooling, fulfilment/admin workflows, and practical software for real print-shop operations.
  • Open-source hardware/software — tools and docs that help makers move from prototype to repeatable output.

🛠️ Tech I use

TypeScript Rust Go C++ Python Next.js Bun PostgreSQL Redis Docker OpenSCAD Local LLMs MCP

📌 Featured work

Project Focus
local-context Local MCP sidecar for version-pinned, source-grounded library answers.
listing-genius AI-powered e-commerce listing generator for Amazon, Etsy, and eBay.
agent-sandbox Testing ground for AI agent packages, Vercel AI SDK, LangChain, and related frameworks.
BambuStudio Slicer workflow experiments and 3D-printer software contributions.
ollama Local model/runtime experiments, GGUF workflows, and performance-focused issue work.

🤝 Open to collaborate on

  • local AI tooling for coding agents, MCP servers, and source-grounded workflows
  • 3D-printing utilities, slicer integrations, CAD automation, and maker-friendly docs
  • sustainable digital fabrication initiatives and community workshop tooling
  • practical issue triage, tests, examples, benchmarks, and small focused PRs

🧭 Current focus

  • preparing the next open-source release for a clean first impression
  • improving install flow, docs, examples, and test coverage
  • building tools that solve real production problems for makers, not just demos

📫 Contact

Pinned Loading

  1. ollama ollama Public

    Forked from ollama/ollama

    Get up and running with Kimi-K2.5, GLM-5, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.

    Go