Seb – Coding agent that teams trust to develop mission-critical systems
Deterministic algorithms for hardware code beat generic LLM hallucinations on schematics.

AI catches schematic errors before fabrication; solves real hardware designer pain.
Hardware engineers and PCB designers
EDA tools (KiCAD, Altium plugins) · Observability platforms for hardware (Samtec reference design tools)
– digging through long datasheets to find constraints – checking whether parts were risky or going out of stock – looking for reference designs that already solved similar problems – catching obvious power or schematic issues too late
So I started building small internal tools to help with this, and eventually turned them into a web tool.
Right now it can:
• review schematics and PCB exports for common issues • summarize datasheets and highlight important constraints • suggest alternative parts that are in stock • estimate power usage and help build a power tree • find relevant reference designs
It’s still early and definitely imperfect, but it’s already sped up my own workflow quite a bit.
I’m curious what parts of hardware design people here find most repetitive or annoying. What tools do you wish existed?
Deterministic algorithms for hardware code beat generic LLM hallucinations on schematics.
Universal ECAD visualizer rendering KiCad and Altium files directly in the browser.
Deterministic rule engines + AI explanation avoids AI hallucination in high-stakes hardware.
Useful Claude Code skill, but it's config for an existing tool, not a product.
Auto-fix PRs with pair-reviewed AI fixes compete directly with CodeRabbit and Sweep.
Bash wrapper around Claude API when CodeRabbit and Cursor already exist.