AI Engineering¶

This section records repeatable uses of AI in embedded engineering: understanding an unfamiliar codebase, building an evidence-based debugging loop, and evaluating real edge-AI performance.

AI-Assisted Development¶

• Taking Over an Unfamiliar Embedded Project: Start Here with Codex
• AI-Assisted Embedded Debugging: From Access to Evidence

Edge AI¶

• Why a 10 TOPS NPU Does Not Guarantee High FPS

Always confirm before changing code, rebooting a device, flashing an image, or deleting data.