Insights

Notes from the engineering desk.

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

AI-Enhanced Cloud Observability Tools to Detect Hidden Inefficiencies
Visak Krishnakumar

AI-Enhanced Cloud Observability Tools to Detect Hidden Inefficiencies

Discover AI cloud observability tools that detect hidden inefficiencies, cut costs, and improve performance across workloads.

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When Autoscaling Becomes Auto-Spending_ Fixing Cloud Efficiency Gaps
Visak Krishnakumar

When Autoscaling Becomes Auto-Spending: Fixing Cloud Efficiency Gaps

Autoscaling can drive overspending. Find out how to detect inefficiencies and optimize cloud efficiency for cost control.

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Hidden Costs of Inter-Zone and Inter-Region Data Transfer
Visak Krishnakumar

Hidden Costs of Inter-Zone and Inter-Region Data Transfer

Discover hidden cloud costs from inter-zone and inter-region data transfers and optimize your architecture for lower bills.

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Best Practices for Using Cloud Storage Classes (S3, Blob, GCS)
Visak Krishnakumar

Best Practices for Using Cloud Storage Classes (S3, Blob, GCS)

Optimize cloud storage with best practices for S3, Blob, and GCS. Reduce costs, improve compliance, and manage data effectively.

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Spot + Serverless_ A Smarter Way to Scale and Save in Cloud
Visak Krishnakumar

Spot + Serverless: A Smarter Way to Scale and Save in Cloud

Explore hybrid Spot + Serverless approaches to optimize cloud performance and save costs without sacrificing flexibility or reliability.

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Azure Confidential VMs_ Redefining Security for Critical Workloads
Visak Krishnakumar

Azure Confidential VMs: Redefining Security for Critical Workloads

See how Azure Confidential VMs enable enterprises to run sensitive workloads in the cloud without redesign or compromise.

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Managing Cloud Costs Across Teams_ Practical Steps That Work
Visak Krishnakumar

Managing Cloud Costs Across Teams: Practical Steps That Work

Learn how to manage cloud spend across multiple teams with practical frameworks that drive action, not just visibility.

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AWS EC2 R8i & R8i-flex: 8th-Gen Memory Optimized Instances
Subhendu Nayak

AWS EC2 R8i & R8i-flex: 8th-Gen Memory Optimized Instances

Discover AWS R8i & R8i-flex EC2 instances with Intel Xeon 6, offering faster memory, higher performance, and improved cost efficiency.

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Amazon S3 Vectors_ The New Standard for AI Vector Search
Visak Krishnakumar

Amazon S3 Vectors: The New Standard for AI Vector Search

Discover Amazon S3 Vectors: AI-ready storage at 90% lower cost for scalable vector search and enterprise AI applications.

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Emerging Threats in AI-Driven Cloud Workloads
Visak Krishnakumar

Emerging Threats in AI-Driven Cloud Workloads

Explore emerging threats targeting AI-driven cloud workloads and learn how to secure your AI assets effectively.

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Hidden Impact of DevOps Speed on Cloud Security Gaps
Visak Krishnakumar

Hidden Impact of DevOps Speed on Cloud Security Gaps

Discover how rapid DevOps delivery creates hidden cloud security gaps and learn strategies to balance speed with risk management effectively.

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The Difference Between Real-Time and Useful Monitoring
Visak Krishnakumar

The Difference Between Real-Time and Useful Monitoring

Explore why real-time monitoring alone falls short and how useful monitoring drives better operational decisions.

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