01 · Studio
One person directs. Agents build. A human verifies.
Darren sets the goal and defines what “good” looks like. Agents build the first version. Darren reviews the result.
Brief → Generate → Verify → Fix → Re-verify.
Agentic AI studio
Darren Labs builds tools that remove repetitive work, starting with open AI models and engineering software you can use today.
The story
One scene, four moments. Scroll to build it.
Three zones: AI Studio · VoltWorks Power · AI Architecture Patterns. Drag to orbit · Scroll builds the scene · Select an item for a short description.
01 · Studio
Darren sets the goal and defines what “good” looks like. Agents build the first version. Darren reviews the result.
Brief → Generate → Verify → Fix → Re-verify.
02 · VoltWorks Power
Engineers design with confidence. Newcomers can follow the drawings.
03 · AI Architecture Patterns
A visual design library for AI systems: what works, what it costs, and when not to use it.
04 · Verify loop
That loop built this site, VoltWorks, and MEP Suits. Nothing goes live unchecked.
Two models, two jobs. Run them on your own machine with Ollama. No account, no fee.
For notes and first drafts. Turn a rough site note into a readable checklist, or a messy drawing note into a draft you can edit.
For longer documents. A full drawing quality note, a checklist with reasons, or a second pass over a long document.
Built by an engineer, for the people who do the work.
Power-system CAD without repetitive drafting: calculators that show their work, a single-line-diagram builder, and a true-scale 3D substation viewer.
Open VoltWorks PowerBuilding-services calculators and a live 3D system viewer for plant-room work. Every tool shows its method and checks against published design bands.
Open MEP SuitsA live globe of aircraft, vessels, satellites, and CCTV layers, free to explore.
Open Omni EyesOne loop, for everything we ship.
1
Define what good looks like, and what the result must not do.
2
Agents build the first version. Humans review it, not just approve it.
3
Check it with our own eyes, fix what fails, and check again before it goes live.
Darren Labs was founded by Darren Lieu, a CAD designer in building services. He sets the direction, agents build the first version, and he checks the result before it goes live.
Tell us what you want built: the workflow it replaces, the volume it should handle, and what a good result looks like. We read every query.
Or find Darren Labs on LinkedIn.