Architecture & Patterns

System design, microservices vs monoliths, event-driven architectures, DDD, and resilient patterns.

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aws.amazon.com > blogs > migration-and-modernization > reimagine-mainframe-workloads-with-a-highly-automated-workflow-using-aws-transform-and-devin

Reimagine mainframe workloads with a highly automated workflow using AWS Transform and Devin

2+ hour, 31+ min ago   (935+ words) AWS is the world's most comprehensive cloud, enabling organizations to accelerate innovation, reduce costs, and scale more efficiently Migrate to modernize → Modernize to unlock data → unlock data to run AI Get started with one of these featured services or browse…...


aws.amazon.com > blogs > database > understanding-the-differences-between-pgbouncer-and-amazon-rds-proxy-for-postgresql-connection-pooling

Understanding the differences between PgBouncer and Amazon RDS Proxy for PostgreSQL connection pooling

5+ hour, 22+ min ago   (579+ words) AWS is the world's most comprehensive cloud, enabling organizations to accelerate innovation, reduce costs, and scale more efficiently Migrate to modernize → Modernize to unlock data → unlock data to run AI Get started with one of these featured services or browse…...


aws.amazon.com > blogs > database > migrate-clr-code-to-aws-lambda-when-upgrading-amazon-rds-for-sql-server-to-2025

Migrate CLR code to AWS Lambda when upgrading Amazon RDS for SQL Server to 2025

5+ hour, 25+ min ago   (1434+ words) AWS is the world's most comprehensive cloud, enabling organizations to accelerate innovation, reduce costs, and scale more efficiently Migrate to modernize → Modernize to unlock data → unlock data to run AI Get started with one of these featured services or browse…...


medium.com > engineering-playbook > why-senior-software-engineers-keep-failing-system-design-interviews-they-should-be-passing-705acfe88f6b

Why Senior Software Engineers Keep Failing System Design Interviews They Should Be Passing

49+ min ago   (1053+ words) The interviewer asks him to design a notification system that supports millions of users. Within five minutes, he’s drawn an API Gateway, four microservices, Kafka, Redis, PostgreSQL, and a Kubernetes cluster. The diagram looks impressive. Then the interviewer asks why…...


medium.com > engineering-playbook > why-senior-software-engineers-keep-making-bad-architecture-decisions-64751b38a641

Why Senior Software Engineers Keep Making Bad Architecture Decisions

37+ min ago   (801+ words) You know microservices, Kafka, Redis, and Kubernetes. You’ve read the system design books. Yet one unnecessary architectural decision can cost your team months of engineering work. A team has a perfectly functional Spring Boot application. It handles customer accounts, payments,…...


community.deeplearning.ai > t > crud-ungraded-lab-outdated > 895645

CRUD ungraded lab outdated

5+ hour, 38+ min ago   (50+ words) DeepLearning.AI CRUD ungraded lab outdated Outdated code on first cell: Hi! Thank you for bringing this to our attention. This is usually a safe warning to ignore and won’t break anything in the lab. Nonetheless, we can check if…...


medium.com > @kemaluzgoren > polymorphism-in-embedded-c-virtual-the-vtable-and-hardware-independent-code-d359dfda4462

Polymorphism in Embedded C++: virtual, the vtable, and Hardware-Independent Code

1+ hour, 15+ min ago   (1790+ words) Is virtual really expensive? We look at what the compiler generates, the numbers from a Cortex-M4 build, and when you should pick a different tool. In the embedded world, C++ is met with suspicion: “virtual is slow", "the vtable eats…...


analyticsinsight.net > amp > story > technology > how-developers-choose-an-llm-api-in-2026-price-speed-and-accuracy-compared

How Developers Choose an LLM API in 2026: Price, Speed and Accuracy Compared

9+ hour ago   (994+ words) We ran a small test to show how price, speed and accuracy interact. We sent the same 300 questions to five models through AI/ML API, a platform that gives developers access to hundreds of models with one key. For every…...


medium.com > @theandrewmo > 13-the-autonomous-manager-ai-agents-intelligent-workflows-5c6394ecd053

13 — The Autonomous Manager (AI Agents & Intelligent Workflows)

2+ hour, 12+ min ago   (610+ words) As we’ve seen, this restaurant has reached the absolute cutting edge. The team established standard operating procedures, integrated with third-party delivery services, and engineered a way to make fixes and improvements without downtime. Most impressively, that Machine Learning (ML) model…...


naggelidis.medium.com > building-engineering-depth-in-the-ai-era-a0dd440507cf

Building Engineering Depth in the AI Era

2+ hour, 11+ min ago   (1012+ words) The difference is in how the technology is used. Asking AI for an explanation provides information. Using it to challenge assumptions, identify weaknesses, simulate problems, and evaluate decisions can develop understanding. That distinction matters because access to knowledge and the…...