A practical guide to shipping ML on low‑power microcontrollers: problem selection, model choices, memory maps, power, accuracy, and safe OTA.
Jamming, spoofing, and city canyons break GPS. Here’s a practical plan to harden positioning and timing with better antennas, dual‑band receivers, and smart fallbacks.
A practical guide to smart electrical panels and circuit monitoring at home: how to pick hardware, plan safe installs, and automate loads that matter.
Protect models and user data during inference with trusted execution. Learn the hardware, attestation, keys, build rules, and real rollout patterns.
A practical guide to measuring water use, stopping leaks fast, and watering lawns and gardens with less waste—without a fragile, cloud‑only setup.
A practical guide to building portable, secure apps with WASI and the component model—from CLI tools to plugins—without losing speed or control.
Clear call audio isn’t magic. Get better mics, smarter placement, light room fixes, and a simple DSP chain that holds up in real meetings.
Turn your home or small office into an identity‑aware network. Clear steps, cheap gear, and simple policies that block lateral movement by default.
Turn leaks into non‑events. A practical guide to detecting, redacting, and auditing PII across PDFs, screenshots, and chat without slowing work.
Stop waiting for perfect labels. Learn when and how to use synthetic data to train vision models, measure the gap, and ship with confidence.