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For about a decade I worked as a mechanical design and instrumentation & control engineer: CAD models, process equipment, pressure parts, and the routine paperwork that comes with them. I kept seeing the same thing: experienced engineers losing hours to spreadsheets, manual checks and copy-paste. So I started building the tools I wished I'd had. Today I pair that domain expertise with AI coding agents to ship browser-based calculators, configurators and automation. Agents write a lot of the code. I own the standards, the math and the final call. |
const yurii = {
role: "Engineer β Full-Stack Dev",
basedIn: "Tallinn, Estonia πͺπͺ",
background: ["Mechanical design", "I&C"],
building: [
"Engineering web tools",
"Agentic AI workflows",
],
values: [
"correct to the standard",
"fast",
"privacy-first",
],
openTo: "collaboration π€",
}; |
| π Then | β‘ The shift | π Now |
|---|---|---|
| Mechanical & I&C engineer: CAD, process equipment, engineering documentation |
Domain knowledge + AI coding agents = software that ships |
Engineering web tools and agentic AI workflows, built in public |
π MCP SandboxReference architecture, playground and docs hub for connecting LLMs to tools and data through the Model Context Protocol.
|
π¦ 12factor.net-skillsThe twelve-factor app methodology packaged as agent skills for Claude Code, Cursor, Google Antigravity and any system-prompt assistant.
|
π§ AI Skill HubLocal-first web app to discover, create, validate and export AI agent skill packages. π askillbuilder.com
|
Draft open specification for workshop capacity, booking and DMS integration.
|
cadautoscript.com is a knowledge base and a set of client-side utilities for mechanical design, fabrication, QA and CAD automation. Everything runs in your browser, and no project data leaves your machine. (source)
|
π© Blind Flange Calculator |
β‘ Busbar Calculator |
π§± Tube Sheet Generator |
|
π’οΈ Dished End Calculator |
π§ Pipe Notch Generator |
π PDF Master |
|
AI agents write a lot of the code. I own the specs, the engineering math and the final review. |
Agent notes, skills and clear READMEs, so both humans and agents can pick up any project. |
|
Most tools run entirely in the browser. No project data is uploaded. |
Focused, single-purpose utilities, published and improved in public. |
Open to collaboration on engineering software, CAD automation and agentic AI tooling.




