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Engineering Notes

Short technical notes from ongoing work.

Edge AI on a microcontroller, minus the hype

15 August 2026
Edge AI on a microcontroller, minus the hype

What actually fits on a small part, what does not, and why memory rather than compute is the real constraint.

Categories Engineering Notes

Why small embedded systems still avoid Linux

9 August 2026
Why small embedded systems still avoid Linux

An operating system solves problems a small device does not have, and creates several it cannot afford.

Categories Engineering Notes

Chiplets, explained without the marketing

31 July 2026
Chiplets, explained without the marketing

Why the industry took one large die and cut it into several, and what that has to do with yield.

Categories Engineering Notes

How a memory shortage reaches a bill of materials

30 July 2026
How a memory shortage reaches a bill of materials

You are not buying HBM. You are still paying for it. The mechanism, and what to do about it at design stage.

Categories Engineering Notes

EMC is decided at layout, not at the test house

29 July 2026
EMC is decided at layout, not at the test house

By the time a board fails a pre-compliance scan, most of the decisions that caused it were made weeks earlier.

Categories Engineering Notes

What broadcast audio actually changes for hearing loss

17 July 2026
What broadcast audio actually changes for hearing loss

Induction loops have served for decades. What Auracast improves, and what it does not solve yet.

Categories Engineering Notes

Capacitors: still the first thing to check

16 July 2026
Capacitors: still the first thing to check

Most equipment that fails after twenty years fails for the same reason, and it is rarely the interesting part of the circuit.

Categories Engineering Notes

Lossless, hi-res, and what actually reaches your ears

15 July 2026
Lossless, hi-res, and what actually reaches your ears

The file is rarely the weak link. A short, unromantic look at where audio quality is actually lost.

Categories Engineering Notes
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