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From FTP Yolo to Pre-Commit Flow: A 30-Year Journey to Stop Breaking Production
On feedback loops, the economics of quality, and building gates that developers actually appreciate—a reflection after three decades of getting it wrong first.
The Complete Guide to ML Model Serving: Architectures, Optimizations & Operations
Interactive guide to machine learning model serving in 2025. Covers serving paradigms, confidential computing, GPU optimization, vLLM, quantization, RAG pipelines, and MLOps best practices.
The Sovereign Stack: Private ML Infrastructure & Model Governance
A comprehensive interactive guide to building private machine learning infrastructure with curated model registries, supply chain security, and compliance-ready architecture.
KEDA Autoscaling: From Zero to Hero with Kubernetes Event-Driven Scaling
Master KEDA (Kubernetes Event-Driven Autoscaling) with interactive visualizations. Learn the two-phase scaling model, architecture deep dive, and production-ready configurations.
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