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observability.

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Building Custom Metrics Exporters for Kubernetes Autoscaling

Learn how to write Prometheus exporters from scratch to expose application-specific metrics that drive intelligent Kubernetes autoscaling decisions beyond CPU and memory.

Building Custom Prometheus Exporters for Real-World Kubernetes Scaling

CPU and memory metrics aren't enough. Learn how to build custom Prometheus exporters that expose queue depth, connections, and application signals to drive intelligent autoscaling.

Building Custom Metrics Exporters for Kubernetes Autoscaling

Learn how to bridge the gap between application state and Kubernetes scaling decisions by writing a Prometheus metrics exporter from scratch.

Code Review, Observability, and the Cognitive Cost of AI Amplification

Rethinking code review as product judgment, observability as our new IDE, and whether AI tools extend our capabilities or replace them entirely.
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