![Beyond Static Models: Architecting and Deploying Real-time Reinforcement Learning Systems in Production (and Boosting Decision Quality by 15%)]()
AI
TL;DR: Traditional machine learning struggles with sequential decision-making in dynamic environments. Reinforcement…
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Shubham Gupta
April 28, 2026
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![Beyond Cloud KMS Defaults: Architecting Zero-Trust Data-at-Rest Encryption with External Key Management and Policy as Code (and Cutting Compliance Audit Time by 40%)]()
Security
TL;DR: Relying solely on cloud provider Key Management Services (KMS) for data-at-rest encryption might seem sufficie…
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Shubham Gupta
April 28, 2026
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![The Adaptive Guardian: Architecting AI-Driven, Self-Healing Runtime Security for Kubernetes with eBPF and Custom Operators]()
Security
Master AI-driven, self-healing runtime security for Kubernetes. Discover how eBPF for deep visibility, AI for adaptive …
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Shubham Gupta
April 26, 2026
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![Taming the Distributed Transaction Beast: Practical Sagas for Resilient Microservices (and Slashing Data Inconsistencies by 90%)]()
Data
TL;DR: Traditional ACID transactions fail in microservices, leading to chaos. The Saga pattern is your lifeline for ma…
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Shubham Gupta
April 23, 2026
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