Perception for real hardware.

Percepta is a vision-based observability layer for embedded systems. It lets developers see, assert, and diff real-world hardware behavior using a camera, no probes, no firmware instrumentation.

If software has logs, hardware should too.

• observe capture LED, display, and boot behavior
• assert validate expected physical states
• diff compare firmware versions by actual output
• local-first storage, CLI-first workflow
• foundation for hardware-aware AI development

Designed for FPGA, MCU, and embedded workflows.

Today’s AI tools can generate firmware, but they can’t verify it on real devices.

Percepta closes that loop.

We turn physical behavior into structured data so tools (and humans) can reason about hardware like software.

Alpha. Early users. Rapid iteration.

Hardware deserves observability.