A controlled study of 1,116 AI-built web apps finds that a single boot probe eliminates most launch failures at 35% of a full shell's token cost. Here is what that means for your agent setup.

A Stackademic post examines Mike Taylor's Every teardown of a fully automated consulting project, and why $62 is the number worth paying attention to.

OpenClaw is an open-source agent runtime that gives an AI model persistent access to your files, scripts, and APIs. Here is what to know about locking it down.

Pillar Security researcher Dan Lisichkin found a now-patched flaw in Google Gemini CLI that let a GitHub prompt injection reach Editor-level access on an internal Google Cloud project.

Ahrefs built a Letaido pipeline that researches, outlines, drafts, and fact-checks a near-publish-ready article in 6 to 12 minutes. They still don't mass-produce.

Researchers have shown that malicious GitHub repos and poisoned project instructions can turn AI coding agents into malware delivery systems. Here is what to watch for.

A Russian-speaking ransomware group called Aur0ra used SpaceX's Cursor AI coding tool to break into at least seven companies between April and May 2026.

Claude Opus 5 leads SWE-bench Verified at 96%, yet real-world agent deployments expose lucky passes, prompt misreads, and change hygiene failures. Here is what the numbers miss.

Meta's free Pocket app for iOS and Android lets anyone vibe code mobile games in seconds. No coding skills needed, just a text prompt and an idea.

Towards AI shares three coding workflows for shipping with AI agents, plus a practical rule for testing stochastic LLM systems and a live workshop on agent setup.

As AI replaces ranked pages with recommended answers, brands need machine-readable formats, structured data, and schema to stay discoverable. Here is the framework.

Shadowfetch Linux 3.0 'Umbra' ships Fireline, a sandboxing and checkpoint system for running Claude Code, Codex CLI, Cursor, and Aider in a controlled, reversible environment.