Launches, releases, funding and papers about agents doing hardware work.
Newest first, as we log them.
8 d ago
CNX Software reported on 21 October that Espressif sells ESP-Mosaico, a modular ESP32-S31 kit with a square touchscreen, for $59 on its own store. Espressif's Vibe Coding guide has a coding agent such as Codex build apps from the esp-mosaico-vibe workspace and install them over USB. An on-board agent, ESP-Claw, answers chat requests.
15 d ago
Artificial Analysis launched AA-Robotics v0.1, a benchmark in which language models in coding-agent harnesses control a Hiwonder NexArm robot arm. Models in Codex, Claude Code and Antigravity write code for 8 zero-shot tabletop tasks, watching through 4 cameras. GPT-6 Astra led with 69.4 and Claude Opus 5.5 scored 48.8. Models took about 30 minutes a task; people averaged 20 seconds.
21 d ago
In September Nordic Semiconductor added skills to its Nordic MCP server that drive a Power Profiler Kit II and SEGGER J-Link probes. The PPK2 skill captures long measurement runs and flags anomalies against a reference pattern; the debug skill runs GDB sessions. The nRF Connect extension for VS Code now shares build context. The post shows no runs.
21 d ago
Jorge García-Carrasco and colleagues published a benchmark in the Journal of Systems Architecture that scores LLM coding agents on 5 embedded-control tasks. Agents must build firmware, verify it and iterate under 4 feedback levels, from one-shot to oracle-style hints. The paper reports 420 runs on simulated ESP32 firmware: GPT-5.4 passed most often, and Qwen3.5-27B was the strongest local model.
22 d ago
Silicon Labs opened a public beta of its Simplicity AI SDK on 22 September, connecting AI coding assistants to its SDKs, tools and hardware. RFID Journal reports that GitHub Copilot and Codex are validated and that support starts with Bluetooth LE. A Hardware Intent Agent that drafts projects from board schematics is due in alpha in January 2027.
27 d ago
Meta open-sourced device SDKs and firmware that connect an ESP32 board or a Raspberry Pi to its Muse app. ESP32 gadgets can show images, handle audio and read sensors; Linux gadgets run custom commands for sysadmin or Home Assistant chores. The README points coding agents to an AGENTS.md in each directory.
29 d ago
AMD introduced Ross on 30 September, an agentic assistant for development on its FPGAs, adaptive SoCs and embedded x86 processors. AMD says Ross pairs MCP servers for its tools such as Vivado and Vitis HLS with expert-written agent skills and a documentation search. It runs in clients such as Claude Code or Cursor. The launch video shows no hardware run.
43 d ago
Lattice Semiconductor released Lattice Prompt, a free MCP link between agentic IDEs such as Claude Code or Cursor and its Radiant FPGA software. Lattice says an agent can run simulation, synthesis, place and route, timing analysis and bitstream generation from plain-language requests, grounded in its datasheets. The 16 September release reports productivity gains of 10x or more without a benchmark.
45 d ago
Asraful Haque and colleagues released an open-source toolkit for agent-driven RHEED (reflection high-energy electron diffraction) on a pulsed laser deposition system. It adds programmable electron-optics control, automatic beam alignment and rocking-curve capture, with analysis served over MCP. The paper describes a demo driven by natural-language requests. We found no code link.
49 d ago
SEGGER and Embedder announced on 10 September that Embedder's firmware agent can now drive J-Link and J-Trace debug probes. The announcement says the agent loads builds, sets breakpoints, reads registers and memory and watches RTT output, then keeps debugging on the target until the code works. It gives no availability date or price.
51 d ago
Copperhead launched on Hacker News as an agentic circuit-board design tool that compiles designs to KiCad files and manufacturing outputs. The founder writes that it works on its own hardware representation instead of editing KiCad directly. The thread drew 250 points. No board made with Copperhead was shown, and assembled-board ordering is still planned.
55 d ago
The atopile team published EEBench, a benchmark that grades agents on 13 circuit-design tasks written in atopile. The harness builds each design and runs SPICE checks at worst-case tolerance corners. The post says Claude Opus 5 led V1 at 61.6%. One failed design used a 22 uF capacitor that gave about 11.4 uF under bias. V1 is simulation only.
2 mo ago
Anthropic opened a research preview of the Model Hardware Standard, a shared driver spec for agents that operate lab and manufacturing devices. Each device describes its settings and enforced safety limits, and agents reach it over MCP, a CLI or code. In a QuEra case study, an agent-improved laser relock script worked in 99.3% of 700 trials.
2 mo ago
Zahra Ayar, Georg Fantner and colleagues published a paper on three MCP-connected agents that run an atomic force microscope. One converts plain-language requests to checked commands, one judges image quality and retunes imaging, and one diagnoses artifacts. In live experiments, the paper says, the tuning agent did as well as expert operators. No code is linked.
2 mo ago
Daniel Frassinelli of Veecle reviewed first-party hardware MCP servers and found that seven chip and tooling vendors shipped them between October 2025 and August 2026. He found no official server from ST, Infineon or Renesas. He writes that none of the vendor servers runs firmware without a physical board; Veecle's own product, Chiplab, targets that gap.
2 mo ago
Arduino released App Lab 0.10 with Agentic Mode, which connects a bring-your-own-key model to an UNO Q project through MCP and the App CLI. Claude is the first supported provider. The agent can create and edit files, run and stop the App and read errors as they happen. The post does not show it reaching the board's pins directly.
2 mo ago
Dave Vandenbout ran his datasheet-to-symbol-lib Claude skill on 100 parts with 20 or more pins and diffed the results against KiCad's stock symbols. With every difference checked against the datasheet, generated symbols had a 2.77% pin error rate and the library 21.92%. The README notes that the same agent generated the symbols and judged both sides.
2 mo ago
Flux added a public MCP server to its PCB design tool in its summer update. External agents such as Claude, Cursor and Codex can query a board's live context and drive design changes. The post gives firmware headers generated from actual pin assignments and net names as one use. The update also adds a lower-cost chat mode.
3 mo ago
FWAuto's 3.6-minute video runs its own firmware agent through an STM32 edge-AI job on an STM32F4DISCOVERY board. The agent checks the toolchain, integrates an existing NanoEdge AI library, and builds and flashes over ST-LINK. From 02:52 it verifies gestures on the board and writes an evidence report. Model training is outside the demo's scope.
3 mo ago
Cadence announced the AuraStack AI Super Agent, an agentic platform in Allegro AI Studio for PCB and advanced packaging design. It coordinates domain agents from system planning through place and route, manufacturability checks and multiphysics signoff, on the same architecture as Cadence's ChipStack agent. Cadence says it will be available in 2026 and cites 2X faster time to market.
