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

Understanding AWS AMI for Better Cloud Management
Explore AWS AMIs with in-depth insights on architecture, use cases, security, and cost management to optimize your cloud infrastructure.
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AWS VPC: The Key to Scalable and Secure Cloud Networking
Explore everything about AWS VPC in this comprehensive blog, including key components, advanced networking strategies, and step-by-step setup instructions.
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AWS Security Token Service (STS): Complete Guide
Explore AWS Security Token Service (STS), its core components, real-world use cases, security benefits, and best practices for managing temporary credentials.
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AWS IAM: Identity and Access Management for Cloud Security and Compliance
Explore AWS IAM features, best practices, policies, and use cases for secure, scalable cloud access management across industries with our latest blog
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Azure Synapse Analytics Explained: Pricing, Features, and Tuning Tips
Explore Azure Synapse Analytics features, use cases, pricing, and cost management strategies in this comprehensive guide for developers and data professionals.
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AWS Global Accelerator: Enhancing Network Performance at a Global Scale
Explore how AWS Global Accelerator optimizes network performance for global applications. Learn how it surpasses traditional CDNs, ensuring seamless global connectivity for real-time data and dynamic applications
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Amazon Bedrock vs Amazon SageMaker: A Comprehensive Comparison
Compare AWS Bedrock and Amazon SageMaker for AI/ML development: discover features, use cases, scalability, and cost to choose the right platform for your needs.
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A Complete Guide To Databricks Pricing And Cost Management
Learn how to optimize Databricks costs with insights into its pricing structure. Understand key components like compute, storage, and cluster pricing to maximize your data engineering and machine learning projects.
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AWS Free Tier Explained: How to Maximize Benefits and Optimize Costs
Explore AWS Free Tier to access cloud services like EC2, Lambda, and S3 for free. Learn about pricing, usage limits, benefits, and cost optimization tips.
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