Developer tools

Blog posts tagged “Developer Tools”


What AI Coding Agents Pick When You Let Them Choose Your Stack

AI Coding Agents Developer Tools Claude Code

A 5,292-session study measured which vendors Claude Code, Codex, and Cursor actually pick for payments, databases, email, and storage. The agents agree with each other only 42% of the time.

Long Horizon Tasks with AI Agents: From Research to Working Prototypes

AI Agents AI Tools Automation

Long-horizon agent runs fail for structural reasons, not intelligence reasons. Here is what actually holds a multi-hour agent workflow together: a written success contract, separated discovery and delivery phases, persistent state outside the context window, external test oracles, checkpoints, and hard limits on autonomy.

AI Crawlers Now Cost More CPU Than All Your Real Traffic Combined

AI Crawlers Self-Hosted Open Source

git.kernel.org now spends more CPU rendering pages for AI training scrapers than on every git clone and legitimate visit combined. Here's what the numbers say, why proof-of-work challenges like Anubis are winning and losing at the same time, and what it means for anyone running their own infrastructure.

Student Developers Testing Mobile App Backends from Anywhere on Campus

Mobile App Development API Remote Access

How student developers can test a mobile app backend from any building on campus: local vs cloud vs hybrid setups, secure tunnels through campus Wi-Fi, a repeatable testing workflow, and the network, auth, and configuration bugs that only appear away from the lab.

HTML over WebSockets: The Web's Quiet Move Back to the Server

WebSockets Web Development Developer Tools

LiveView, Hotwire, Datastar, and Blazor all push rendered HTML over a persistent connection instead of JSON. Here's why the pattern keeps resurfacing, what changed in 2026, and what it costs you when you test it.