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Technical Blog

Deep dives on SRE practices, Kubernetes, cloud security, and AI-augmented operations workflows.

AI as an SRE Tool: Beyond the Hype

We moved from writing Python scripts for repetitive SRE tasks to using Claude skill files — and it changed how we think about automation. Here's what actually works, what doesn't, and why the distinction matters.

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How We Stopped DDoS Attacks from Reaching Our Servers

After a 90-minute outage taught us that blocking traffic at the origin is already too late, we redesigned our DDoS defense around CloudFront and WAF at the edge — and haven't had a successful attack in 2 years.

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