Cursor

In February 2026, a prompt injection hidden in a GitHub issue title led to an npm supply chain compromise affecting 4,000 machines. A month before that, invisible HTML comments in issues caused Copilot to leak GITHUB_TOKEN values. My team had a near-miss of our own. Here’s the anatomy of these attacks, what the IDEsaster disclosures revealed about the entire AI IDE ecosystem, and the 4-layer defense model that actually makes a difference.

Ad-hoc AI usage creates inconsistency and hidden risk. Here’s how to build a practical standard: AGENTS.md, .cursorrules, prompt libraries, and review checklists — with real templates.

AI coding tools quietly moved from flat subscriptions to credit-based pricing. I tracked my small team’s actual spending for a quarter and found we were paying well over $300/month per developer instead of the advertised $20. Here’s the breakdown, the traps, and how we cut costs by 40% without losing productivity.

In 3 months my team evaluated 6 AI coding tools, switched primary tools twice, and lost an estimated over 100 engineer-hours to setup, configuration, and relearning. I finally enforced a 90-day moratorium on tool changes. Here’s what I learned about the real cost of chasing the next shiny AI tool.

Cursor launched Automations on March 5, letting you set up always-on agents triggered by code changes, Slack messages, or PagerDuty alerts. After a week of testing, here’s what it actually looks like to manage a team where agents review every PR before a human even opens it.

An honest comparison of Cursor and Claude Code from someone who uses both daily. When to use which, and why you probably need both.

I used Windsurf and Cursor side by side for 30 days. Here’s which AI-powered IDE is better for different types of developers.

A hands-on comparison of the three biggest AI coding tools. Real code scenarios, real opinions, real costs.