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Author: Carmen Burke

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
The 3 AM Rule: Why Your Distributed System Logs Are Lying to You

The 3 AM Rule: Why Your Distributed System Logs Are Lying to You

March 12, 2026March 9, 2026 Carmen Burke
The False Comfort of Single-Machine Debugging Picture this: your payment service starts timing out at 3:17 AM on a Tuesday. The logs show nothing unusual. Your metrics dashboard displays healthy green... Read More
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