Architecture & Patterns

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

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Inside Architecture & Patterns

System Design & Scalability Capacity planning, sharding, multi-region, and cost/perf trade-offs. Domain-Driven & Hexagonal Bounded contexts, ports/adapters, and maintainable system structure. Resilience & Caching Circuit breakers, retries/backoff, bulkheads, and caching strategies. API Design & Governance Naming, pagination, filtering, errors, versioning, and style guides at scale.

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Latest in Architecture & Patterns


marktechpost.com > 09/21/2026 > aws-strands-agents-team-releases-strands-harness

AWS Strands Agents Team Releases Strands Harness: An Open-Source Agent Harness With 28% Lower Token Cost at Comparable Accuracy

15+ min ago   (515+ words) Is it deployable? Yes. It runs locally, and a bundled skills file helps your coding agent generate deployment config for AWS, GCP, Azure, Cloudflare, and Modal. A harness is the system around the model: the loop, tools, context handling, memory,…...


snowflake.com > en > blog > engineering > understanding-hybrid-table-bulk-insert

Understanding Hybrid Table Bulk INSERTs

1+ hour, 35+ min ago   (447+ words) With our release of Hybrid Table Bulk INSERT, we are bringing the faster performance of Optimized Bulk Loads to more INSERT queries, achieving up to 10x faster batch INSERTs.[0] Hybrid Tables leverage a row store as the primary data store to…...


hackernoon.com > designing-memory-rescue-with-onesignal-without-turning-slovo-into-a-notification-machine

Designing???Memory Rescue??? With OneSignal (Without Turning Slovo Into a Notification Machine)

1+ hour, 39+ min ago   (702+ words) Push notifications are easy to send and difficult to deserve. Slovo is a Russian learning app built around a deliberately small habit: one useful word, a short review, and optional reading. If I used notifications to manufacture urgency every few…...


dev.to > bedvibe_studios > i-audited-my-own-ml-linter-and-had-to-withdraw-its-best-evidence-1g96

I audited my own ML linter and had to withdraw its best evidence

1+ hour ago   (705+ words) I maintain trainproof, a deterministic linter for ML training runs. No model scores your run — every verdict is a rule that either fires or doesn't, and every finding prints the numbers behind it. Before releasing 0.22.0 I put it through two…...


dev.to > tianipekinsebika > jwt-authentication-and-role-based-access-control-in-localhands-33ja

JWT Authentication and Role-Based Access Control in LocalHands

58+ min ago   (228+ words) 2. The Login DTO - What the API Accepts Every login request is validated against a typed DTO before it reaches any business logic: The identifier field is the first concrete HCI decision in the auth layer: it accepts either an email…...


dev.to > ndcodes > day-47-copy-requirements-before-the-code-and-sqs-has-no-priority-feature-5363

Day 47: Copy Requirements Before the Code, and SQS Has No Priority Feature

57+ min ago   (641+ words) Neither of today's tasks has a setting for the thing it delivers. Docker has no switch that makes rebuilds fast, and SQS has no switch that makes a queue high priority. In both cases, the feature is the order you…...


dev.to > growthmuse831 > -building-ai-for-the-physical-world-is-a-different-engineering-problem-52cj

Building AI for the Physical World Is a Different Engineering Problem

58+ min ago   (665+ words) Why taking AI out of the browser changes the way we think about software architecture A lot of modern AI development happens in a very comfortable environment. You have an API, a database, a model, a frontend, and a relatively…...


hackernoon.com > my-ai-agent-distorted-the-truth-in-three-different-ways-but-only-one-was-a-hallucination

My AI Agent Distorted the Truth in Three Different Ways, but Only One Was a Hallucination

1+ hour, 24+ min ago   (1818+ words) We are confident this text is AI-assisted. GPTZero works with the world's top publishers as the trusted standard for authenticity and quality. Learn more here This story contains AI-generated text. The author has used AI either for research, to generate…...


devm.io > api > integrations-scale-rail

Why Integrations Fall Apart at Scale, and the Four Habits That Keep Them Standing

4+ hour, 32+ min ago   (57+ words) Follow us on social media for more news and content from our experts and events. Share your personal experience with us! Access your digital knowledge base everywhere with our mobile apps. Not convinced yet? Check out our training portfolio for…...


dev.to > omiossec > azure-vnra-peering-performance-hub-and-spoke-control-5oa

Azure Virtual Network Routing Appliance: peering performance, hub-and-spoke control

1+ hour, 46+ min ago   (242+ words) Yet another routing appliance? The name of this new Azure service is confusing. Is it a sort of NVA?... Tagged with azure, networking....