Notes from the engineering desk.
Opinionated, evidence-led writing on the systems we build — AI engineering, cloud and FinOps, modernization, and architecture.

Smart Cost Control for GenAI with AWS Intelligent Prompt Routing
Optimize GenAI costs with AWS Intelligent Prompt Routing, manage budget, improve performance, and scale smarter.
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The True Cost of Cloud Data Egress And How to Manage It
Understand cloud egress charges, identify cost traps, and apply solutions to reduce spend across services.
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Microsoft Sentinel: Why It’s More Than Just a Cloud SIEM Tool
See why Microsoft Sentinel is more than a SIEM - explore automation, analytics, and Defender synergy.
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The 7 Most Common Pitfalls in Cloud Migration
Prevent delays, misalignment, and technical issues by understanding and avoiding the top 7 cloud migration pitfalls.
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What’s Next in Cloud Container Orchestration After Kubernetes?
Explore what’s next beyond Kubernetes in cloud container orchestration - trends, alternatives, and strategies for modern app delivery.
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Managing Microservices Architectures Effectively on Cloud Platforms
Explore key tools and practices to manage microservices across cloud infrastructures seamlessly.
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The Importance of Cloud Tagging and Cost Attribution in Modern FinOps
Improve cloud cost visibility with practical tagging and attribution strategies that support FinOps and reduce waste.
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Why AI Workloads Need Cloud-Native Design - Not Just GPUs
Explore the limits of GPU-centric AI and how cloud-native design solves key scaling and efficiency problems.
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AWS Application Migration Service: Simplifying Complex Application Migration
Explore AWS Application Migration Service features that enable smooth migrations with minimal disruption and maximum efficiency.
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