The Rhythmic Blog

Companies adopting AI hardest are somehow more swamped than before. Here’s what’s actually happening — and what to do about it.

Growing companies with Windows infrastructure typically start with simple Active Directory access control—one group for development environments, another for production. This approach works initially but creates significant security and operational problems as organizations expand across products…

If AI automates mid-tier work, how do we develop senior engineers? AI and the Future of Software Engineering: A New Path to Senior Engineer introduces the apprenticeship model for the AI era.

The traditional path from junior to senior engineer is broken. AI and the Future of Software Engineering: The Broken Career Ladder explores how AI automates mid-tier development, the statelessness problem, and why context beats code.

This will be my sixth in-person re:Invent, and I’m still learning new tricks every year. Last year’s guide was one of our most popular posts, so I wanted to update it with fresh insights—both from my own experiences and from the incredible AWS community that continues to share their wisdom. If you…

Every managed services provider promises the same thing: immediate coverage, seamless transition, peace of mind starting day one. It’s an attractive pitch—who wants to wait 90 days to be fully covered? In reality, immediate coverage is theater. Monitoring gets set up for the things you remember to…

Halloween is the last calm night your retail IT team will have until January. You know this. You’ve been here before. Your infrastructure is faster than it’s ever been. You’ve optimized checkout flows, implemented CDNs, right-sized your instances. On a normal Tuesday in October, everything hums al…

Companies are rushing to implement AI compliance tools, expecting them to solve problems that good strategy and proper infrastructure should have addressed years ago. They’re setting themselves up for expensive disappointment. The organizations that will dominate with AI compliance aren’t the ones…

Let’s cut through the noise about AWS Managed Service Providers. When every cloud vendor uses the same buzzwords—”innovative,” “strategic,” and “best practices,” it’s hard to tell what really matters. Working with the right AWS MSP isn’t just about keeping the lights on. It’s about creating a foun…

Most cloud consultants build systems, then hand you the keys and walk away. When things break at 2 AM, you’re left troubleshooting someone else’s architecture decisions. This disconnect between builders and operators is why cloud operations often feel like archaeology instead of engineering. The tr…