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Home/Articles/#code-architecture

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#code-architecture

20 articles found

· · Dev.to

HLD Fundamentals #6 : Consistent Hashing: The Smart Way to Scale Distributed Systems

Consistent Hashing Explained: The Smart Way to Scale Distributed Systems Most system design interviews eventually reach a point where the interviewer asks: "What happens when a new server is added?" At first, scaling sounds easy—just add another machine. But in distributed systems, adding or removin

#cloud-computing#distributed-systems#consistent-hashing#scalability
· · Dev.to

C++ Crash Pattern S4 — Wrong‑Thread Crashes *Why C++ programs crash even when the code and memory are correct — the thread is wrong.*

Wrong‑thread crashes are the first crash pattern where the code is correct, the memory is valid, the stack is clean, and yet the program still crashes. The failure is contextual, not spatial: the right code runs on the wrong thread. This article shows how to recognize S4 crashes, diagnose them effic

#cloud
· · Dev.to

Entity Framework Is Slow. It's Not EF's Fault.

Your API was quick in development. Then traffic picks up and a few endpoints start taking three seconds to respond. You open the code, see Entity Framework everywhere, and figure that's the culprit. Time to rip it out and write proper SQL. Don't. Before you throw away the thing saving you thousands

#cloud
Uncertainty Surrounds the Number of Active AI Agents in Use
· · Dev.to

Uncertainty Surrounds the Number of Active AI Agents in Use

Ask an infrastructure team how many virtual machines they run and they'll give you a number. Ask how many Kubernetes clusters they operate and they'll point to a dashboard. Ask for an ai agent inventory and the answer usually becomes a discussion about definitions. That discussion is itself the prob

#cloud
· · Dev.to

The APX CLI Is a Daily Loop, Not a Dashboard

The APX CLI Is a Daily Loop, Not a Dashboard The easiest way to use APX is also the one that keeps APC honest: treat the CLI as a small daily loop, not as a giant control panel. That matters because the split between APC and APX is the whole design. APC is the portable context layer in the repo. APX

#cloud-computing#cli-tools#developer-tools#apx
· · Dev.to

OWASP LLM Top 10 en producción: cómo audité mi pipeline de agentes TypeScript contra los 10 riesgos y qué encontré

OWASP LLM Top 10 en producción: cómo audité mi pipeline de agentes TypeScript contra los 10 riesgos y qué encontré Estaba revisando un system prompt de un agente MCP que había escrito tres semanas antes cuando me di cuenta de algo perturbador: el prompt aceptaba instrucciones de la respuesta de una

#cloud
· · Dev.to

OWASP LLM Top 10 in Production: How I Audited My TypeScript Agent Pipeline Against All 10 Risks — and What I Found

OWASP LLM Top 10 in Production: How I Audited My TypeScript Agent Pipeline Against All 10 Risks — and What I Found I was reviewing a system prompt for an MCP agent I'd written three weeks earlier when something hit me hard: the prompt was accepting instructions from the output of an external tool. N

#cloud
The FullAgenticStack Manifesto: Agents are not just LLMs
· · Dev.to

The FullAgenticStack Manifesto: Agents are not just LLMs

Agents Are Not the Architecture Today, everyone is trying to build agents. Everywhere we look, the conversation is about prompts, tools, copilots, workflows, assistants, autonomous loops, and LLMs calling APIs. But this is only the beginning. In a few years, the real question will no longer be: How

#cloud
· · Dev.to

"I Stopped Pretending Every AI Provider Was the Same"

The easiest way to make an AI gateway feel flaky is to pretend every upstream model works the same way. On paper, a lot of tools look compatible. They all take a prompt. They all return text. Some of them even share an OpenAI-shaped API. In practice, the differences show up exactly where users stop

#cloud-computing#ai-gateway#machine-learning#model-compatibility
· · Dev.to

Elixir 1.20 introduces a type system, rivaling Rust and TypeScript.

This English version is an AI translation of my original article on Qiita (in Japanese). On June 3, 2026, Elixir 1.20 shipped with a type system. But it aims at something a little different from the type systems we are used to, the ones where you write types to buy safety. This article started from

#elixir#type-system#cloud-computing#rust#typescript
Playing with Reality: Tech Insights from a Toy's Eye View
· · The Verge AI

Playing with Reality: Tech Insights from a Toy's Eye View

Hi, friends! Welcome to Installer No. 133, your guide to the best and Verge-iest stuff in the world. (If you're new here, welcome, happy belated Juneteenth, and also you can read all the old editions at the Installer homepage.) This week, I've been reading about Sam Bankman-Fried and PE Guy and admi

#ai
V-RAM Emerges as Sole Saviour of Obsolete Graphics Processing Units
· · XDA Developers

V-RAM Emerges as Sole Saviour of Obsolete Graphics Processing Units

In many ways, VRAM has become the sole determinant of GPU longevity

#mobile
How to watch Northampton vs Exeter in the Gallagher PREM Final 2026 on ITVX — it's *FREE*
· · Tom's Guide

How to watch Northampton vs Exeter in the Gallagher PREM Final 2026 on ITVX — it's *FREE*

All the ways to watch Northampton vs Exeter live in the Gallagher PREM Final 2026 online and from anywhere, including free streams.

#mobile-streaming#live-sports#itvx#gallagher-prem
I ditched my Pixel phone's camera app for this free open-source alternative
· · XDA Developers

I ditched my Pixel phone's camera app for this free open-source alternative

If you're tired of the stock Pixel camera app's over-processed look, this is the app you're looking for.

#mobile
Redmi Turbo 5 officially launched for sale in India
· · GSMArena

Redmi Turbo 5 officially launched for sale in India

The Redmi Turbo 5, launched in India earlier this week, is now on sale through Xiaomi's Indian website, Amazon.in, and Xiaomi Retail stores across the country. The Redmi Turbo 5 comes in Turbo White, Nitro Blue, and Asphalt Black colors in India with two memory options - 8GB/256GB and 12GB/256GB, pr

#mobile#xiaomi#redmi#smartphones#india
RugOne Xlink 7 hands-on review
· · GSMArena

RugOne Xlink 7 hands-on review

We love the outdoors, and what better time to get back to hiking? Naturally, we can’t go without some tech and RugOne, part of the Ulefone family, sent us their Xlink 7. Well, they actually sent us two of them, and we got to test them out as intended. So, what is the Xlink 7 anyway? Well, it’s a wal

#mobile
Axie Infinity Sees Sudden Price Surge Amid Market Volatility
· · Coinpedia

Axie Infinity Sees Sudden Price Surge Amid Market Volatility

The post Why Is Axie Infinity Price Up Today? appeared first on Coinpedia Fintech News Axie Infinity price rallied over 21% overnight and is suddenly back where few expected it to be-at the center of the market’s attention. After months of subdued trading and fading GameFi interest, AXS has erupted

#crypto#axie-infinity#blockchain#cryptocurrency
· · Dev.to

NVIDIA Blackwell Smashes MLPerf Training 6.0 Scaling Records Hands Down

What: On June 16, 2026, NVIDIA's Blackwell platform posted the fastest time on all seven MLPerf Training 6.0 benchmarks. The lens this explainer uses to read that result is strong scaling — how much faster a fixed model trains as you pour in more GPUs. Why: Frontier pretraining now runs on 5,000–8,0

#cloud
· · Dev.to

Building a Cloud-Based Laundry Platform with Angular & Node.js Mastery

` Angular 17 Node.js Express.js MySQL Bootstrap 5 ✅ Customer Management One of the biggest challenges was creating a scalable billing and order management workflow while maintaining a smooth user experience. Using Angular for the frontend and Node.js with MySQL for the backend helped deliver a fast

#cloud
· · Dev.to

Day 27 of 100 Days of ClickHouse® - Optimizing ClickHouse® Queries for Faster Execution

Introduction As datasets grow larger and analytical workloads become more demanding, query performance becomes increasingly important. While ClickHouse® is built for lightning-fast analytical processing, poorly optimized schemas and inefficient queries can still waste CPU cycles, consume excessive m

#cloud-computing#data-analytics#query-optimization#big-data

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