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DEV Community • 2026-08-14 05:22

Cloud Cost Optimization Is an Engineering Problem, Not a Finance Problem

There is a cloud-cost problem that engineering teams have normalized for far too long. The AWS bill arrives. Someone notices that it is higher than expected. Finance asks what happened. Engineering starts looking through dashboards. A few oversized instances are found, some forgotten environments are shut down, and everyone moves on. I think this approach is fundamentally wrong. Cloud cost ...

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10m read
Hacker News: Front Page • 2026-08-14 05:19

GLM-5.3: Frontier Coding with Emergent Cyber Capabilities

Article URL: https://z.ai/blog/glm-5.3 Comments URL: https://news.ycombinator.com/item?id=49294997 Points: 39 # Comments: 5

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1m read
DEV Community • 2026-08-14 05:19

Stop Overworking Your Code: A Friendly Guide to Debouncing

Have you ever clicked a checkout button on a website, noticed nothing happened instantly, and clicked it three more times out of frustration? Behind the scenes, that website might have just processed multiple duplicate requests, potentially ordering multiple copies of the same item or corrupting your account state. To prevent this kind of digital chaos, software engineers use a clever programming ...

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3m read
DEV Community • 2026-08-14 05:18

Your LLM gateway takes a cut. Seventeen lines of Python tell you how big.

You wanted to try three models from three vendors, so you did the sensible thing: pointed one client at a gateway, put one key in the environment, and stopped thinking about it. A gateway here is a service that speaks the OpenAI API and forwards your requests to Anthropic, Google, OpenAI, xAI and the rest, so switching models is a string change instead of a new SDK. What almost nobody checks afte...

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4m read
DEV Community • 2026-08-14 05:18

LLM Model Selection Matrix: Pick the Cheapest Reliable Model for Each Feature

Most AI product teams do not have a model problem. They have a matching problem. A chat rewrite, a support answer, a SQL assistant, and an autonomous workflow should not all use the same large model just because it is the default in your SDK. That habit feels safe in a prototype, then quietly turns into slow responses, messy invoices, weak margins, and confusing quality bugs in production. The b...

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11m read
DEV Community • 2026-08-14 05:16

Why Do Computers Need So Many Ways to Sort?

Introduction Here's a question that sounds like it should have a simple answer. We have a list of one million numbers, and we want them in order. Sorting is one of the most studied problems in computer science. Researchers have spent decades on it. We have entire textbooks dedicated to it. So why don't we just have one sorting algorithm? The best one. Use it everywhere. Done. The fac...

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12m read
Hacker News • 2026-08-14 05:07

Show HN: Control Claude Code, Codex, Pi and Gemini CLI from Telegram

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1m read
DEV Community • 2026-08-14 05:03

AI Workflow Orchestration: How AI Agents Can Work Like Your Engineering Team

Imagine you are a beginner developer. You have been asked to build a new feature: “Add authentication to the application.” You open your AI coding agent, give it the instruction, and a few moments later it changes ten files. The code works. But then you start asking yourself: Why did it change these files? Why did it choose this architecture? Why is authentication implemented this way? Wh...

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14m read
DEV Community • 2026-08-14 05:00

Breach monitoring from cron: no API key, no signup, just curl and jq

Most breach-monitoring setups die at step one: "create an account, generate an API key, add a payment method for when you exceed the free tier." Here is one that starts at step zero. I maintain XposedOrNot, a free, open-source breach index, and the check endpoint is deliberately keyless: curl "https://api.xposedornot.com/v1/check-email/you@example.com" You get JSON back. No signup, no to...

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3m read
DEV Community • 2026-08-14 05:00

We Automated RCAs. The Real Value Was the Big Picture.

We Made Bug Tickets Write Their Own Root Cause Analysis. The Value Wasn't the RCAs — It Was What They Became in Aggregate. 🚀 Every bugfix now ships with a structured, machine-written root cause analysis, authored at fix time by a coding agent. It took under two days to build. Reading the last hundred of them back is what changed how we plan quality work. The Problem We wanted to answe...

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9m read
DEV Community • 2026-08-14 05:00

Even With The Figma MCP, AI Eyeballs Your Design and Ships Pixel-Wrong UI

Every hardcoded value now traces to a Figma node, and "looks right" is no longer accepted as proof. We packaged the fix as a reusable Claude Code skill, implementing-figma-designs. It turned Figma-to-code from a "build it, then eyeball it against the PNG for three correction rounds" loop into a staged extract-then-prove protocol. The Problem An LLM handed a Figma frame will happily in...

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3m read
Flavio Copes • 2026-08-14 05:00

WebAssembly: an introduction

WebAssembly lets browsers run compiled code from Rust, C, and C++. What WASM is, where it shines, and when web developers should care.

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1m read
DEV Community • 2026-08-14 04:54

My workstation was faking sleep: how a $15 meter caught 163 watts of waste

I have a Threadripper workstation with two RTX A6000s in my home lab — a machine I'm proud of and slightly afraid of, wattage-wise. A few weeks ago I noticed warm air coming from it while it was supposedly doing nothing, and went down a rabbit hole that ended with a number I didn't believe: my "suspended" machine was drawing 179.8 watts. Sleeping. One hundred and eighty watts. Here's the whole s...

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5m read
DEV Community • 2026-08-14 04:51

Meet Velociradix: The 180,000 req/s C++17 Powered Web Framework for Node.js

Hey everyone! 👋 I've been working on Velociradix, an ultra-fast, zero-dependency C++17 HTTP engine and Node.js web framework. Why Velociradix? Standard Node.js frameworks execute HTTP parsing, header validation, and routing on the single-threaded V8 loop. Velociradix moves socket handling (kqueue/epoll), zero-copy HTTP parsing, and Radix Trie routing to native multi-threaded C++ backg...

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1m read
Newest questions tagged javascript - Stack Overflow • 2026-08-14 04:47

How to query a custom element's internal elements while in the document from a DOMParser()?

How can the audio and script elements in the custom element be found within the DOMParser().parseFromString(...) result before adding it to the DOM? The MDN documentation for parseFromString reads: If the mimeType is text/html the input is parsed as HTML and elements are marked as non-executable, events are not fired, and event handlers aren't called to run inline scripts. Does "elements a...

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1m read
DEV Community • 2026-08-14 04:42

Cascading Failures in Multi-Agent Systems

I still remember the day our support bot, powered by a LangGraph agent workflow, started behaving erratically. Customers would ask for help with their orders, and the bot would respond with irrelevant information or, worse, loop indefinitely. After digging into the logs, we discovered that the issue was caused by a cascading failure in our multi-agent system. One of the downstream services, respon...

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3m read
DEV Community • 2026-08-14 04:34

Think Offline, Win Online — splitting thought from play in YiBoard

-- canonical_url: https://yiboardgame.com/blog/think-offline-win-online title: Think Offline, Win Online — splitting thought from play in YiBoard tags: board-games, gomoku, online-community, matchmaking published: false Most board game sites treat "thinking" and "playing" as the same event. You open the app, you face a clock, and you're expected to be sharp on the spot. YiBoard takes t...

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2m read
DEV Community • 2026-08-14 04:34

Share Your Localhost With Anyone Using Cloudflare Tunnel

Vibe-coding memes aside, it is genuinely a thing We all might have faced. You're building something locally, someone asks to see it or you want to access it in your other devices, and then you realize there's no quick way to show them other than being on the same network and enabling port portforwarding and stuff. Deploying feels like overkill for a thing which may or may not be ...

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2m read
DEV Community • 2026-08-14 04:32

Databricks buys Electric to embed local Postgres in AI agents

Databricks is acquiring the startup Electric to integrate WebAssembly-based Postgres databases directly into application environments for an undisclosed amount. This strategic move provides developers with a specialized method to keep data geographically and logically closer to AI agents as they construct increasingly autonomous enterprise software systems. Accelerating Agent Workflows w...

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7m read
DEV Community • 2026-08-14 04:24

Claude Code Assist: How Structured Output Works for Real-World Applications

Discover how Claude's innovative code assist feature is revolutionizing the way developers work. With its ability to provide structured output, developers can now integrate AI-generated code into their projects. But how does it actually work? Introduction to Claude Code Assist Imagine having a personal coding assistant that can help you with tedious tasks, such as writing boilerplate c...

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5m read
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