Artificial Intelligence

You don't have a model problem. You have a decision problem.

There are now 300+ ranked LLMs and seven serious coding agents fighting for your team's attention. Most articles tell you everything is great. This one tells you what to actually use and why.

First: The Two Things Killing Productivity Right Now

Too many tools, no system. 70% of engineers juggle 2–4 tools simultaneously. Without clear task routing, you're not multiplying output, you're multiplying context-switching.

Speed without guardrails backfires. AI-assisted code has roughly 1.7× more issues than human-written code when not paired...

By Ricardo Amaro
February 20, 2026

Why $20 IoT Devices Are About to Get Dangerously Smart

Ever tried cramming a 1-gigabyte AI runtime onto a $20 security camera? It is a spectacular way to instantly crash your hardware and kill your deployment timeline. For years, hardware engineers and data scientists have been trapped in a deeply frustrating compromise: either build "dumb" edge devices that rely on slow, expensive cloud APIs, or force heavily bloated software onto critically constrained hardware.

The enterprise AI market is expanding at a staggering 30% compound annual growth rate, rapidly...