Generative AI isn't an evolution of software development; it's a revolution. To leverage it, we must stop optimizing codebases for human eyes and start building them for Agentic verification.
I'm shifting 90% of validation left to local pre-commit hooks. Here's why shift left CI/CD is questioning centralized pipelines for small teams with AI agents.
Kelsey Hightower's right: AI agents and shell scripts both have their place. Here's why the future isn't either/or—it's the boring middle.
Learn how to build feedback loops for AI agent teams. Covers validation, monitoring, error handling, and CI/CD patterns for autonomous agents.
A technical deep dive into the internal structure of Docker container images, exploring how layers, metadata, and tarballs work together to create portable application packages.