Hardware - Mar 13, 2026
AI PCs and edge devices are everywhere in 2026, but the labels rarely tell you what real-world use will feel like. This practical checklist explains how to evaluate NPU, GPU, memory, storage, thermals, battery life, software support, and privacy so you can buy hardware that actually matches your workloads.
Read article
Software - Mar 13, 2026
Local-first AI workflows are gaining traction because startups need more than flashy demos. They need predictable costs, tighter data control, lower latency, and systems that keep working when external services fail. Here is why the shift matters and how to adopt it pragmatically.
Read article
AI - Mar 13, 2026
AI coding agents are no longer a novelty, but they are not replacement engineers either. In 2026, small software teams get the most value when they use agents for scoped implementation, debugging, testing, and documentation under clear human ownership.
Read article