ai-tools

Coverage of the practical software and platforms that put AI to work: coding agents, search backends, assistants, and the tooling layer practitioners actually depend on day to day. Expect hands-on assessments of what these tools do well, where they quietly constrain your options, and how using them reshapes your own judgment. The focus stays on real usage, reproducible tests, and the tradeoffs that only surface once you build something hard.

Developer at night reviewing floating holographic panels beside an AI agent's translucent robotic hand

ai-coding-agents, developer-learning, software-engineering, engineering-judgment, ai-tools

Learning Kung Fu in Minutes: What Building a Hard Thing With AI Agents Actually Teaches You

Building hard systems with AI coding agents doesn't transfer finished knowledge into your head. It exposes you to decisions under uncertainty at high speed, forging durable judgment that survives when the tool is gone.

A gatekeeper behind a search-bar desk blocking access to a library, symbolizing controlled AI web search

ai-search, search-filtering, searxng, web-search, ai-tools

The AI "Web Search" That Quietly Decides What You're Allowed to Find

AI tools advertising 'web search' actually route queries through proprietary filtering APIs that silently decide what you can find. A reproducible three-query test found an unfiltered SearXNG instance returning 55 links versus 28 and 10 from two major AI search backends.