Launches, releases, funding and papers about agents doing hardware work.
Newest first, as we log them.
3 mo ago
UST announced an alliance with Anthropic that puts Claude into the engineering platforms UST runs for clients. In UST-iDEC, its hardware and silicon validation platform, Claude Code reads chip pinouts and schematics, then writes and runs regression test scripts that engineers used to write by hand. UST says the platform already cuts validation cycles by 50 to 70%.
3 mo ago
HARDWARIO published a repository on 30 June that holds its TOWER IoT kit's protocol, STM32L083 firmware, CLI, flasher and hardware-in-the-loop bench. It began as a Claude Code control plane over submodules and is now a Rust monorepo with agent instructions. The README says bench runs flash a physical Core Module and measure power with a PPK2.
4 mo ago
Zhihan Zhang and colleagues, mostly at the University of Washington, published Embedded Arena, a benchmark that scores agents' model and firmware edits on microcontrollers. Boards include a MAX78000, an ESP32-S3 and an STM32N6. The paper reports Claude Opus 4.7 and Gemini 3.1 Pro failing every deployment without hardware feedback; with it, the first success came within 3 iterations.
5 mo ago
Craig Schindler, CTO of Assemble Labs, describes how the company has AI agents write experiments for embedded devices and interpret sensor and power data. The 10-minute interview was recorded at NVIDIA GTC 2026. His main case study is a wearable health sensor, including how power regressions are found and fixed. The video shows no bench footage of the agents.
14 mo ago
Embedder launched its firmware coding agent on Hacker News on 15 August 2025 with a demo adding a magnetometer to a Pebble 2 Duo. Founders Bob Wei and Ethan Gibbs said it reads uploaded datasheets and schematics, checks output over a serial console and steps through code with GDB. SEGGER announced J-Link and J-Trace probe access in September 2026.
15 mo ago
BootLoop, a Y Combinator Summer 2025 startup founded by Noah Pacik-Nelson and Chris Markus, is building an AI agent that writes and tests firmware. The company says the agent reads datasheets and schematics, then validates code on customer boards with oscilloscopes, logic analyzers and debug probes. In pilots, its own engineers run the agent and a person reviews every line.
