Cutting · Engraving · Local AI

Laser and other tech projects,
always free for your use.

Every post has the details, process, and exact settings to duplicate it yourself. The site is live and maintained — and most of the work here, including this site itself, is done with LLMs.

A bear in a firefighter's helmet, laser-engraved into a curved acacia board

Latest projects

Builds, guides, and experiments from the shop.

AI & Local LLM

MIT-0 license: why every Laser Lloyd project uses it

Every open-source project I publish now carries MIT-0, the MIT licence with the attribution requirement removed: take the code, change it, put it in a product you sell, and you do not have to keep my notice or credit me.

November 2, 2026
AI & Local LLM

Nov updates 2026: DisPatch 4.3, StudioForge 2.3 and more

What shipped on 1 November 2026: DisPatch Chat 4.3.0, StudioForge 2.3.0, MailForge 0.7.1 and five more, with upgrade notes.

November 2, 2026 · Updated November 2, 2026
AI & Local LLM

My AI Agent Built a Benchmarking Tool for My AI Agents

My coding agent wrote bench-llm: 1,660 lines of Python that benchmark local models in LM Studio. Within two weeks my models all scored 5/5, so I replaced it with CrucibleForge: 276 cases, 166 hard, free on GitHub.

August 11, 2026 · Updated November 2, 2026
AI & Local LLM

What My AI Agents Actually Cost: DeepSeek vs the Big APIs

Five months of an always-on AI agent stack: $242, $225, $385, then $293 in September and October once a $55 MiniMax plan took most of the traffic. What drove each bill, what DeepSeek's price hike did, and what happened when the flat plan ran out.

July 11, 2026 · Updated November 1, 2026
AI & Local LLM

TransForge: Translate a Static Site With a Local LLM, Only the Pages That Changed

TransForge is the command-line tool that keeps this site in seven more languages. It sends Markdown pages to a model on my own GPU box, checks every translation before writing it, and only re-translates a page when its English source actually changed. Free, MIT.

October 19, 2026 · Updated October 19, 2026
AI & Local LLM

ThemeForge: a Drop-in CSS Theme System an AI Agent Installs in One Step

ThemeForge is a single folder, `ui-theme/`, that gives a web app thirteen colour themes, a picker, design tokens and ready-made component classes — and it's written so an AI coding agent can install it in one step from a one-line Python command. Plain CSS, no build step, no dependencies; MIT; source and zip below.

October 5, 2026 · Updated October 19, 2026
AI & Local LLM

StudioForge: A GPU-Only LLM Server That Replaced LM Studio

I wrote the model server I wanted: an OpenAI-compatible llama.cpp gateway on port 1234 that plans VRAM before it loads, refuses a model instead of spilling it to the CPU, keeps pinned models warm, and gives an agent on another machine 29 MCP tools to run the rig. Free download, source on GitHub.

August 23, 2026 · Updated October 19, 2026
AI & Local LLM

StudioForge 2.0: Accounts, Scoped API Keys and a Safe Upgrade Path

StudioForge 2.0 locks the model server down by default: loopback only, an owner account, and a scoped API key per client. What breaks on upgrade, the ten-minute way through it, and screenshots of the new panel.

October 19, 2026
AI & Local LLM

Run DisPatch and My AI Tools in Docker: One File, One Command

A private AI chat app for your home, running in Docker. Copy one file, run one command, answer a short setup wizard, and chat with a model on your own computer. Every step tested, with screenshots.

October 19, 2026 · Updated October 19, 2026