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Cloud9 in Production

Lessons from the real world of AWS, AI, and engineering leadership.

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AI Token Frugality: The Next FinOps Discipline

The free-for-all in AI budgets is over. While FinOps talks about "tokenomics," the more urgent need is token frugality. And the structure of AI projects can achieve greater savings than model choice.

Everyone Says AWS Cost Optimization Is Easy. Here’s What They’re Not Telling You.

If you're a lean team relying on the AWS console, identifying cost savings and taking action is no small feat. Here's why it's challenging and the best approaches to take now.

Most Cloud Repatriation Decisions Are Made Too Early

What to do when your cloud costs are forcing the question

From Punch Cards to Prompts

The evolution of computing continues to reshape our skills.

The Pros and Cons of AWS Audit Manager

And why it only tells half the story

Stop Chasing Cloud Costs After Deployment: Design for Efficiency from Day One

Because sustainable cost control is an outcome of good architecture.

Rethinking Cloud Cost Optimization in 2026

What 2025 Taught Us About Cloud Cost Management and Where 2026 Is Headed

Why “AI Slop” Is Brewing a Crisis in Engineering at Scale

AI slop is eroding software craftsmanship by undermining junior engineers, inflating cleanup costs, and creating a new class of technical debt.

Cloud Compliance in Retrospect: What 2025 Taught Us About Securing the Cloud

Reflections on a transformative year in cloud governance and what’s next for 2026.

AWS Just Raised the Bar: 3 Announcements Signal What’s Next in Cloud and AI

From vector-native storage to production-ready AI agents and domain-specific services, here’s what I’m watching and why these releases should matter to you too.