Back to browse
Hardware.dog: automated schematic and PCB review

Hardware.dog: automated schematic and PCB review

by ariwasch·Feb 18, 2026·2 points·0 comments

AI Analysis

●●●BangerSolve My ProblemBig Brain

AI catches schematic errors before fabrication; solves real hardware designer pain.

Strengths
  • Targets a genuinely underserved niche (hardware design tooling is sparse)
  • Combines multiple AI analyses—power estimation, part suggestions, reference designs—into one workflow
  • Live demo shows real errors caught (8,636 intercepted), proving it works beyond marketing
Weaknesses
  • SaaS pricing model adds friction for hobbyists; early product with limited proven adoption
  • Reliant on AI hallucinations for datasheet summaries and reference designs—needs validation
Target Audience

Hardware engineers and PCB designers

Similar To

EDA tools (KiCAD, Altium plugins) · Observability platforms for hardware (Samtec reference design tools)

Post Description

I design a lot of hardware projects and kept running into the same problems:

– 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?

https://hardware.dog

Similar Projects