The Compiler Should Be Part of the AI Context, Not Just the Build Pipeline

For a while, when we talked about making developer tools “AI-native,” we mostly meant making them easier for an agent to call. Expose an API. Add an MCP server. Give the agent access to the repository. Let it run tests, execute commands, inspect logs, call external tools. All of that is useful. But it’s still … Read more

From Skill Generation to Skill Qualification: An Overview on Waza and skill-validator

Skill Review Is the New Code Review We’ve normalized code review. Most teams won’t merge a PR without at least one pair of eyes on it. But here’s what many teams haven’t caught up to yet: today it’s not just code that shapes what ends up in production. It’s the skills, prompts, and instructions that … Read more