AI Infrastructure Lab

Build.
Automate.
Deploy.

Autonomous AI agent infrastructure running 24/7.
Real tools. Real systems. Self-improving pipelines.
Built from the ground up — no frameworks, full control.

pi@openclaw — lab
system status --all
✓ Artemis loop — running
✓ Forge pipeline — active
✓ TradeShadow — live
✓ Inference (235B) — 11 tok/s
deploy --latest
5+
Machines in lab
24/7
Autonomous operation
235B
Parameter model
Self-improving cycles
01 /

Tools

Live
Takeoff

PDF floor plan measurement and annotation tool. Load any blueprint, set scale, measure dimensions, annotate rectangles and labels. Built for cabinet layout and construction takeoffs.

Coming soon
TradeShadow

Autonomous crypto trading system running live on Kraken. Momentum strategies, adaptive grid, self-optimizing parameters, continuous trailing stops.

Coming soon
Lab Dashboard

Real-time visibility into the OpenClaw autonomous pipeline. Task queue, agent status, epoch metrics, deploy history — everything in one view.

02 /

The Lab

Quilent Labs is a home-built autonomous AI agent infrastructure running across dedicated hardware 24 hours a day. Not a SaaS. Not a startup. A working lab.

The core system — OpenClaw — orchestrates a pipeline of specialized agents that write, test, review, and deploy their own code improvements. Artemis decomposes tasks. Forge generates patches. Tester validates. Deployer ships.

Everything built here is raw Python, full control, no frameworks. The goal is a system that gets measurably better every day without human intervention.

Artemis Task orchestration
Forge / EGON Code generation
Qwen3-235B Distributed inference
TradeShadow Live crypto trading
Kimi K2.6 Analysis & review
5 machines / 4 GPUs Lab hardware