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Latest Articles

DEV Community
dev.to > mtahir27 > scaling-event-driven-apis-real-time-websockets-and-redis-pubsub-for-high-concurrency-apps-90b

Scaling Event-Driven APIs: Real-Time WebSockets and Redis Pub/Sub for High-Concurrency Apps

40+ min ago   (480+ words) From a business perspective, system instability during peak usage events directly damages user retention, degrades brand trust, and triggers SLA violations. For e-commerce, financial platforms, and real-time gaming, a latency spike or dropped connection state can result in direct financial…...

DEV Community
dev.to > sarthakagrawal927 > the-more-aggressive-matmul-kernel-lost-to-the-register-budget-1e2i

The more aggressive matmul kernel lost to the register budget

1+ hour, 44+ min ago   (171+ words) The WebGPU matmul sweep started with a naive kernel, then added 16 by 16 workgroup tiling and a 4 by 4 output block per thread. At a 2048 cubed matrix size, the measured time moved from 47.24 ms for the naive kernel to 17.23 ms for tiling…...

DEV Community
dev.to > nainikmehta > stop-making-your-react-components-reusable-react-design-4086

Stop Making Your React Components Reusable | React Design

3+ hour, 12+ min ago   (502+ words) In the modern React ecosystem, "reusability" has been elevated from a best practice to a full-blown theology. We are taught from our first tutorial that DRY (Don't Repeat Yourself) is the ultimate virtue. If you write the same button twice,…...

DEV Community
dev.to > megapixel99 > when-a-zero-parameter-cache-overtakes-a-transformer-37c6

When a Zero-Parameter Cache Overtakes a Transformer

3+ hour, 15+ min ago   (574+ words) The question this series exists to answer, put in a form that can be measured: a transformer sees a fixed 64-token window, a count table over the current document sees the whole document, and as documents get longer, how much…...

DEV Community
dev.to > jadeydi > how-to-bulk-download-images-from-url-lists-to-a-zip-file-3fph

How to Bulk Download Images: From URL Lists to a ZIP File

4+ hour, 39+ min ago   (1250+ words) The most useful starting point is a list of direct image URLs. Once you have that list, you can download the files together with a browser tool or a small command-line workflow. This tutorial covers both approaches, plus a JavaScript…...

DEV Community
dev.to > tamizuddin > mastering-advanced-server-side-caching-patterns-in-nextjs-14-1kl2

Mastering Advanced Server-Side Caching Patterns in Next.js 14

6+ hour, 9+ min ago   (733+ words) One of the most powerful patterns for server-side performance is fine-grained memoization. Instead of caching the entire HTTP response, we cache individual data slices. This is particularly useful when a single UI component requires data from multiple different API endpoints....

DEV Community
dev.to > natuworkguy > i-rewrote-one-function-in-squirrel-then-in-c-one-line-of-python-was-just-as-fast-3han

I Rewrote One Function in Squirrel, Then in C. One Line of Python Was Just as Fast.

7+ hour, 37+ min ago   (543+ words) I maintain a 2D game engine in Python called ABS Engine. Last week I decided it needed C. Not because anything was slow. That is the embarrassing part. I wanted to drop a.c file into a folder and call it from Python…...

Medium
medium.com > @0s.and.1s > llm-discussions-02-train-time-vs-test-time-compute-3ad7194efdee

LLM Discussions (02): Train-time Vs. Test-time Compute

4+ hour, 16+ min ago   (155+ words) Small Models with Deep Thinking Out-perform Frontier Models — But How? If this is the first story you have come across in our LLM Discussions …...

DEV Community
dev.to > freewayz-dev > designing-frontend-interfaces-for-unreliable-networks-and-low-end-devices-26fk

Designing Frontend Interfaces for Unreliable Networks and Low-End Devices

8+ hour, 40+ min ago   (345+ words) This isn't a list of generic performance tips. It's the specific set of decisions that matter once you stop assuming a fast, stable connection and a capable device. The bigger lever is optimistic UI: update the interface as if the…...

DEV Community
dev.to > renanfranca > how-seed4j-validates-compatibility-2pdo

How Seed4J Validates Compatibility

10+ hour, 9+ min ago   (279+ words) How Seed4J uses Renovate, GitHub Actions, and 25 generated project configurations to validate compatibility across modern technology stacks. Tagged with opensource, githubactions, devops, security....