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

API Gateway vs. AppSync: Comparing AWS API Management Solutions
Explore the key differences between Amazon API Gateway and AppSync, and learn which solution best fits your use case for API management and GraphQL services.
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The Role of Azure Data Lake in Modern Data Architecture & Analytics
Optimize your cloud storage strategy with Azure Data Lake. Learn about hierarchical namespace, ACLs, and cost management in this blog.
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AWS Fargate vs Lambda: Comparison for Modern Cloud Applications
Compare AWS Fargate and Lambda based on features, use cases, cost, and performance to determine which is right for your cloud infrastructure needs.
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AWS Control Tower: Simplify Multi-Account AWS Management
Simplify multi-account AWS management with AWS Control Tower. Explore setup, governance, scaling, and security techniques in this blog.
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MLOps: Implementing Machine Learning Workflows in Cloud Environments
Explore MLOps in cloud environments, covering key components, challenges, best practices, and real-world case studies for implementing machine learning workflows.
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Azure Data Factory vs. Databricks: 7 Key Points of Comparison
Compare the features of Azure Data Factory and Azure Databricks for data processing, performance, and security to find the solution that best fits your needs.
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AWS EC2 or Lightsail? Choosing Your AWS Compute
Compare AWS EC2 and Lightsail: A detailed guide to help developers and businesses select the ideal cloud computing solution for their infrastructure.
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6 Key Differences Between AWS Glue and Azure Data Factory
Compare AWS Glue vs Azure Data Factory to choose the best ETL tool for your data pipelines, performance, and budget
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Comprehensive Guide to Amazon OpenSearch: Features, Setup & Best Practices
Explore Amazon OpenSearch with setup, features, integrations, and best practices.
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