Renting Compute From Three Clouds Is the Default Now
The companies with the most control over chip supply on the planet still rent across three cloud providers. That is the fact that should reset how a platform team thinks about AI infrastructure.…
Posts tagged “cloud-architecture”
The Practical Guide to Cloud security and compliance automation
Here's what nobody wants to say out loud: your cloud security posture is probably worse today than it was three years ago. Not because you're doing less—you're doing more. You've deployed every…
The AI Hallucination Paradox: Why Smarter Models Make More Mistakes
The AI industry just hit a counterintuitive inflection point that should concern every CTO deploying large language models in production: the more sophisticated our reasoning models become, the…
The Hidden AI Vendor Dependency Crisis: How to Build AI Systems That Survive Platform Wars
The enterprise AI landscape is experiencing a seismic shift that most CTOs haven't fully grasped yet. While we've been laser-focused on AI implementation and performance metrics, a more…
From Spec to Ship in 45 Minutes: The Claude Code Workflow Revolution
The software development landscape just shifted. While most teams are still debating whether AI coding assistants are worth the investment, a growing cohort of engineers is shipping complete…
The 7x Problem: Why Your AI Workloads Are Breaking the Grid (And What to Do About It)
The numbers are staggering: generative AI training clusters consume 7-8 times more energy than traditional computing workloads. That's not a typo. Seven to eight times. As data center power…
Claude Code Sub Agents: Building Your AI Development Team with Specialized Assistants
I can remember back to when I was a junior developer on my team, struggling with a complex refactoring task that involved updating tests, modifying implementation code, and ensuring security…
The Infrastructure Reality Check: Why Current Cloud Platforms Aren't Ready for the AI Revolution (And What Needs to Change)
After spending the last several years architecting AI workloads across AWS, Azure, and GCP, I've come to a sobering conclusion: our current cloud infrastructure was built for yesterday's…
Architecting for AI: A New Cloud Infrastructure Paradigm
The shift toward AI workloads has fundamentally changed how we approach cloud infrastructure design. Traditional architectures, optimized for web applications and microservices, often fall short…
Building Enterprise-Grade ML Infrastructure on Kubernetes
In today's rapidly evolving AI landscape, organizations are increasingly faced with the challenge of building robust, scalable infrastructure to support their machine learning initiatives. While…
Mastering Event-Driven Serverless Architectures: Patterns and Best Practices
In the ever-evolving cloud landscape, event-driven serverless architectures have emerged as a powerful paradigm for building scalable, resilient, and cost-effective systems. By combining the…