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DOGE's Federal IT Cuts Are a Masterclass in What Not to Do to Legacy Infrastructure

DOGE’s Federal IT Cuts Are a Masterclass in What Not to Do to Legacy Infrastructure

March 14, 2026March 14, 2026 Carmen Burke
The Setup: When Cost Cutting Meets Critical Infrastructure I’ve watched enough infrastructure projects fail to recognize the pattern immediately. You identify bloat, declare war on it, apply agg... Read More
Why GitHub Copilot Workspace Still Can't Replace a Senior Engineer's Judgment in 2026

Why GitHub Copilot Workspace Still Can’t Replace a Senior Engineer’s Judgment in 2026

March 14, 2026 Carmen Burke
The Promise and the Reality Check GitHub Copilot Workspace hit general availability in late 2025, and the pitch was clean: take an issue, let the AI handle the whole pipeline from planning to pull req... Read More
Kubernetes 1.32 and Gateway API GA: The Long Road to Replacing Ingress, and Why Your Migration Timeline Matters

Kubernetes 1.32 and Gateway API GA: The Long Road to Replacing Ingress, and Why Your Migration Timeline Matters

March 13, 2026March 13, 2026 Carmen Burke
The Four-Year Journey to “Stable” In December 2024, the Kubernetes community did something that doesn’t happen often: they declared a new networking API production-ready after half a... Read More
Claude 3.7 Sonnet's Extended Thinking Mode Is Actually Changing How I Write Production Code — Here's the Evidence

Claude 3.7 Sonnet’s Extended Thinking Mode Is Actually Changing How I Write Production Code — Here’s the Evidence

March 13, 2026 Carmen Burke
The Skeptic’s Setup: Why I Didn’t Believe This Would Matter I’ve been through enough AI hype cycles to develop a pretty thick filter. Language models that were going to “replac... Read More
The $47,000 Terraform Apply That Taught Me Everything About Cloud Cost Optimization

The $47,000 Terraform Apply That Taught Me Everything About Cloud Cost Optimization

March 13, 2026March 9, 2026 Carmen Burke
When Infrastructure Becomes Expensive Poetry Last Tuesday at 2:17 AM, I watched a junior engineer accidentally provision 500 m5.24xlarge instances across three regions because someone forgot to parame... Read More
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