We build AI agent systems and hardware, and everything we build comes with the test that proves it works.
Not a demo and an adjective. A deterministic gate, agreed in writing before the build, that returns pass or fail with a measured value — and keeps running after we hand it over.
| G1 | printed parts fit build volume | PASS |
|---|---|---|
| G2 | every mate verified | PASS |
| G3 | body / display no overlapmeasured 649.18 mm³ | FAIL |
| G4 | display / retainer no overlapmeasured 2067.83 mm³ | FAIL |
| G5 | body / retainer clearancemeasured 0.0 mm | FAIL |
| G6 | every part fastenedplug floating | FAIL |
One of our own reviews: an early HC-01 enclosure, failed on four measured rows before it was fixed. Every engagement includes one of these.
One workflow or a production build, scoped and priced up front. You get the implementation in your own repository, plus the review engine that proves it meets the criteria we agreed before starting.
From $5,000fixed scope, 2–3 weeks
See what you getCustom circuit board, ESP32 firmware and an enclosure designed around the real board, plus one working unit in your hands.
From $7,5004–6 weeks
See the prototype serviceEach has run end to end on our own work. Each has a review engine that can fail it. The last one has never approved a product, which is the point.
7 agents
Takes a parts list and functional intent, returns a fab-ready 2-layer PCB, a printable enclosure fitted to it, and ESP-IDF firmware wired to the board's own pinout.
Every purchased electronic part must be modeled from real geometry: a vendor STEP or a model built from measurements. A placeholder box fails the review unless it carries a written waiver.
3 agents
One 360° master in; a widescreen cut, a vertical cut, the 360 file, stills, a 360 player and setup instructions out, unattended: it claims a job from a queue, plans the camera moves, renders, checks its own output, then publishes a hosted tour.
The check measures whether the vertical cut was framed independently — a center-crop of the widescreen fails, even though it looks fine.
5 agents
Researches a market, prices a product against its real page-one competition, and recomputes the margin from cost inputs rather than trusting the claim.
Nine deterministic gates. Across seven cycles, 48 candidates: none reached GO, 46 were killed with the measured reason, 2 are parked.
Samples
Devices and enclosures we've designed and built. STL, BOM, renders, most free to download.
Custom PCB
A desktop cigar humidor controller, built end to end: a custom ESP32 circuit board, ESP-IDF firmware, and a laser-cut Baltic birch case with printed internals. An SHT40 sensor reads the humidor air, a round display shows humidity and setpoint, and a fan pushes air across a gel-bead drawer when it runs dry.
Smart Home
A 2022 prototype: a Wi-Fi-controlled ceiling vent with three independently-driven blades, Qi wireless charging, and an 18650 battery.
Autonomous Robot
A 4-wheel-drive garden patrol rover: a Raspberry Pi 5 watches through an OAK-D Lite stereo depth camera on a pan/tilt gimbal, navigates with GPS + IMU, and waters through a solenoid sprinkler that aims where the camera looks. Runs off a 4S 18650 pack on a coherent four-rail power system.
Robot
A 4-DOF desktop pick-and-place arm on the EEZYbotARM Mk2 four-bar topology — yaw, shoulder, elbow and a geared gripper. ESP32-S3 + PCA9685 driving three MG996R servos and an SG90 gripper, on a 4S 18650 pack. Board-level parts from vendor CAD; servos and power parts built from datasheets.
Start a project
We'll get back within one business day on whether it's a fit and what it would cost. Or book a 15-min call.
