security
The Infrastructure Debt Crisis
Think of AI deployment as running bullet trains on century-old rails. We've built sophisticated AI systems but we're running them on IT infrastructure designed when security was an afterthought and 'move fast and break things' was gospel.
Why Build an Update and Release Workflow?
Modern software relies on external libraries that update constantly. Without systematic dependency management, you'll face security vulnerabilities, breaking changes, and accumulating technical debt.
Overview of Our Workflow
We'll begin with a detailed overview of the dependency update and release workflow, covering the key steps from update identification through automated testing and release.