ENGINEER · LONDON, UK
Agent systems that
operate real hardware.
Machine control, local inference and production software that other people depend on: systems with tools, memory and consequences. Each project below shows its evidence, whether code at a named commit, a measurement with its method, or the software running.
- 86.6 → 5.8 msGUI frame time, measured before and after
- 13agent evals built from real failures
- 7 · 5printers and wire protocols behind one interface
- ~110,000lines of CRM in production, with the method
Work
OPEN SOURCE
Both repositories are public. Read the commits.
PetkosOrca
A slicer fork that makes one project genuinely multi-machine, plate by plate.
Agent actuator evals
An Inspect AI harness that scores whether an agent acting on hardware acts safely, separately from whether it succeeds.
PERSONAL · SHOWN BY EXCERPT
Unpublished; every excerpt is pinned to a commit and re-checked at build.
LIVE IN PUBLIC
A product you can use today; the source belongs to the company.
DESCRIBED, NOT PUBLISHED
Two are employment work the company owns and one lives on a phone. Each page shows the architecture, the measured numbers and how they were measured, and nothing else.
Print-farm MCP
One agent-facing control layer across seven unlike 3D printers.
Agent-native CRM
A production CRM where the agent is part of the application, not a chat widget beside it.
On-device semantic search
Offline meaning-based search across a phone and a personal knowledge base.