StackHawk launched Wingman, a tool that autonomously fixes security vulnerabilities during AI coding sessions. It targets the gap between how fast AI writes code and how slowly humans patch it.

Fetch.ai's Innovation Lab published a developer guide showing three autonomous Python agents handling send, confirm, and monitor on BNB Chain testnet (chain ID 97). Zero real funds required.

CrewTower is a one-time $9.99 macOS tool that monitors Claude Code, Cursor, Codex, and other AI agents in real time, with permission approvals from your notch.

GitClear's data shows AI coding tools like Cursor and Claude Code drove a 25% output increase alongside an 81% rise in code duplication. The code-and-fix era may be back.

One over-scoped API key shared across 15 agents is a single point of failure for your entire backend. Here is how to scope AI agents correctly and detect the intrusions you missed.

Hacker News called spec-driven development waterfall with markdown. Here is when that critique is right, when it is wrong, and how to pick the right approach per task.

Shopify has acquired Tailwind Labs after AI coding tools eroded the company's revenue enough to force layoffs. MIT license stays, but paid products are shutting down.

Google released a developer plugin that connects AI coding agents like Cursor and Continue.dev directly to live Google Cloud resources. Setup takes under ten minutes.

Maxi Contieri's Claude Code tip: split every SKILL.md description into three sentences covering when to read it, when to use it, and what it does. Here's why it works.

Researchers found that Claude Code, Goose, Grok Build, Hermes, and Qwen Code all execute arbitrary commands via git config settings in untrusted repositories. Here is how it works.

Parallel AI coding agents create file conflicts and broken assumptions before they create speed. A Git worktree model with scoped access and isolated sandboxes is the safer path.

A sysadmin spent 6 hours using an AI to write a DHCP lease parser and documented every regression loop. The AI's own postmortem is the most useful part.