Articles

Article
Common Pitfalls of Skills Development (And How to Fix Them)
Explore common pitfalls in AI skills development, including outdated agent config files, and learn strategies to address these issues for better procedural knowledge management.

Article
Sandboxing AI Coding Agents with lincubate
lincubate uses LXD containers to sandbox AI coding agents, ensuring isolated environments for testing skills without interference from existing configurations.

Article
What Are Agent Skills? (And Why You'll Never Want to Push Code Without One Again)
Agent skills are structured instructions for automating tasks like CI monitoring, enhancing workflow efficiency by providing reusable, tested, and composable capabilities.

Article
A year in review: From vibe coding to viable code
2025 was the year AI-assisted coding grew up. What started as a wave of "vibe coding" — rapid prototyping, prompt-driven experiments, and disposable applications — matured into something more disciplined: spec-driven development, production-grade agents, and an ecosystem that's finally grappling with real-world constraints. At AI Native Dev, we've had a front-row seat. Through 140+ articles, 88 podcast episodes, and two DevCon events, we've tracked every twist in this fast-moving space. Here's our look back at the year that changed how software gets built.
