--- title: "#aws-architecture articles | Hashnode" description: "Explore 40 articles tagged #aws-architecture on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/aws-architecture" --- Tag # #aws-architecture 40 posts · 0 followers [Ujjwal Tripathi](https://hashnode.com/@ujjwalt) · [Jun 30](https://hashnode.com/posts/how-we-built-raeda-ai-a-multi-agent-ai-fitness-coach/6a4371b8d9c9846815ba2ada) ### [How We Built Raeda AI: A Multi-Agent AI Fitness Coach](https://microcosmworks.hashnode.dev/how-we-built-raeda-ai-a-multi-agent-ai-fitness-coach?utm_source=hashnode&utm_medium=feed) A real engineering case study on Raeda AI's multi-agent coaching system — architecture, AI agents, vector search, and infrastructure for AI fitness coaching. 6 min read · [microcosmworks.hashnode.dev](https://microcosmworks.hashnode.dev/how-we-built-raeda-ai-a-multi-agent-ai-fitness-coach?utm_source=hashnode&utm_medium=feed) [Aayush Darange](https://hashnode.com/@aayushdarange) · [Apr 20](https://hashnode.com/posts/deploying-apps-the-right-way-a-production-grade-aws-setup/69e62d671faed8cd14a9f1ff) ### [Deploying Apps the Right Way - A Production-Grade AWS Setup](https://aayush-dev.hashnode.dev/deploying-apps-the-right-way-a-production-grade-aws-setup?utm_source=hashnode&utm_medium=feed) Most tutorials have you launching an EC2 instance, assigning it a public IP, and calling it a day. That works for learning. It doesn't work in production. 5 min read · [aayush-dev.hashnode.dev](https://aayush-dev.hashnode.dev/deploying-apps-the-right-way-a-production-grade-aws-setup?utm_source=hashnode&utm_medium=feed) [Suman Thallapelly](https://hashnode.com/@sthallapelly) · [Apr 19](https://hashnode.com/posts/from-primitives-to-platforms-navigating-the-aws-ai-ml-stack-as-an-architect/69e563c213e74eec586758b7) ### [From Primitives to Platforms: Navigating the AWS AI/ML Stack as an Architect](https://blog.sumanthallapelly.com/from-primitives-to-platforms-navigating-the-aws-ai-ml-stack-as-an-architect?utm_source=hashnode&utm_medium=feed) A practical decision framework to choose between Bedrock, SageMaker, and pre-trained AI services 7 min read · [blog.sumanthallapelly.com](https://blog.sumanthallapelly.com/from-primitives-to-platforms-navigating-the-aws-ai-ml-stack-as-an-architect?utm_source=hashnode&utm_medium=feed) [Rupak Chakraborty](https://hashnode.com/@rupak1chakraborty) · [Apr 18](https://hashnode.com/posts/aws-interconnect-simplifying-hybrid-multicloud-networking/69e372359020749e6a1b9264) ### [AWS Interconnect : Simplifying Hybrid & Multicloud Networking](https://it-basics.hashnode.dev/aws-interconnect-simplifying-hybrid-multicloud-networking?utm_source=hashnode&utm_medium=feed) A practical, beginner-friendly guide to understanding AWS Interconnect with real-world analogies and architecture insights. 9 min read · [it-basics.hashnode.dev](https://it-basics.hashnode.dev/aws-interconnect-simplifying-hybrid-multicloud-networking?utm_source=hashnode&utm_medium=feed) [Dhananjay Lakkawar](https://hashnode.com/@lakkawardhananjay) · [Mar 29](https://hashnode.com/posts/the-15-millisecond-ai-building-pre-cognitive-edge-caching-on-aws/69c97a385282e6ac9ce28a63) ### [The 15-Millisecond AI: Building "Pre-Cognitive" Edge Caching on AWS](https://genaiguru.hashnode.dev/the-15-millisecond-ai-building-pre-cognitive-edge-caching-on-aws?utm_source=hashnode&utm_medium=feed) Stop making users wait for AI to type. Learn how to build a "pre-cognitive" AI architecture using AWS Step Functions, Bedrock, and CloudFront Lambda@ 5 min read · [genaiguru.hashnode.dev](https://genaiguru.hashnode.dev/the-15-millisecond-ai-building-pre-cognitive-edge-caching-on-aws?utm_source=hashnode&utm_medium=feed) [Dhananjay Lakkawar](https://hashnode.com/@lakkawardhananjay) · [Mar 27](https://hashnode.com/posts/the-50-000-chat-history-problem-building-event-driven-ai-memory-on-aws/69c6acddae4d2d0c2f448c5e) ### [The $50,000 Chat History Problem: Building Event-Driven AI Memory on AWS](https://genaiguru.hashnode.dev/the-50-000-chat-history-problem-building-event-driven-ai-memory-on-aws?utm_source=hashnode&utm_medium=feed) Stop stuffing chat history into expensive LLM context windows. Learn how to architect a highly scalable, event-driven AI memory system using AWS Event 5 min read · [genaiguru.hashnode.dev](https://genaiguru.hashnode.dev/the-50-000-chat-history-problem-building-event-driven-ai-memory-on-aws?utm_source=hashnode&utm_medium=feed) [Anjali Garg](https://hashnode.com/@anjaligarg) · [Mar 13](https://hashnode.com/posts/aws-region-failure-multi-region-failover/69b453f4210c74252f8336d0) ### [What Happens When an AWS Region Goes Down?](https://learnera.hashnode.dev/aws-region-failure-multi-region-failover?utm_source=hashnode&utm_medium=feed) Designing a simple multi-region failover architecture using Amazon Route 53 and custom API domains. 4 min read · [learnera.hashnode.dev](https://learnera.hashnode.dev/aws-region-failure-multi-region-failover?utm_source=hashnode&utm_medium=feed) [vertex](https://hashnode.com/@Aabiance) · [Dec 12, 2025](https://hashnode.com/posts/aws-solution-architect-certification-syllabus/693bc0e5ab43410e175fa298) ### [AWS Solution Architect Certification Syllabus](https://aws-solution-architect-certification.hashnode.dev/aws-solution-architect-certification-syllabus?utm_source=hashnode&utm_medium=feed) The AWS Solution Architect certification syllabus covers critical areas such as architecture design, deployment, and cloud security principles. Learners gain insight into building highly available and fault-tolerant systems, data migration, and cost-... 1 min read · [aws-solution-architect-certification.hashnode.dev](https://aws-solution-architect-certification.hashnode.dev/aws-solution-architect-certification-syllabus?utm_source=hashnode&utm_medium=feed) [Dikhyant Krishna Dalai](https://hashnode.com/@dikhyant) · [Sep 3, 2025](https://hashnode.com/posts/cloudfront-origin-shield-cache-key-optimization/68b7d98d51f0c2b55cf5795a) ### [CloudFront Origin Shield + Cache-Key Engineering: Maximizing Origin Offload and Cost Efficiency](https://dikhyant-blog.hashnode.dev/cloudfront-origin-shield-cache-key-optimization?utm_source=hashnode&utm_medium=feed) Optimize AWS CloudFront with Origin Shield and Cache-Key Normalization to Reduce Costs and Improve Performance. 8 min read · [dikhyant-blog.hashnode.dev](https://dikhyant-blog.hashnode.dev/cloudfront-origin-shield-cache-key-optimization?utm_source=hashnode&utm_medium=feed) [2](https://hashnode.com/posts/cloudfront-origin-shield-cache-key-optimization/68b7d98d51f0c2b55cf5795a) [Suman Thallapelly](https://hashnode.com/@sthallapelly) · [Aug 24, 2025](https://hashnode.com/posts/bridging-the-gap-a-real-world-journey-migrating-mongodb-to-aws/68ab8d4d0f49e80b1ef91842) ### [Bridging the Gap: A Real-World Journey Migrating MongoDB to AWS](https://blog.sumanthallapelly.com/bridging-the-gap-a-real-world-journey-migrating-mongodb-to-aws?utm_source=hashnode&utm_medium=feed) A detailed guide on migrating MongoDB to AWS, covering strategies, challenges, and recommendations for zero downtime and smooth transition 13 min read · [blog.sumanthallapelly.com](https://blog.sumanthallapelly.com/bridging-the-gap-a-real-world-journey-migrating-mongodb-to-aws?utm_source=hashnode&utm_medium=feed)