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2 posts

▸ Kernel Space and eBPF: The Observability Revolution

November 10, 2025 · 23 min read · linux, ebpf, observability, kernel, performance

Traditional monitoring kills performance. eBPF lets you observe everything at the kernel level without slowing down—or breaking—anything.

▸ When Your Deployment Rolls Itself Back: Building Autonomous Anomaly Detection

March 22, 2019 · 7 min read · anomaly-detection, machine-learning, deployment, reliability, observability

What happens when you give your deployment system the power to say 'no'? I built an auto-rollback service that detects anomalies in real-time and reverses bad deployments. Here's why accuracy is harder than you think.

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