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Why the Boring Businesses Win

I went through 1,400 Reddit complaints and 100 businesses with verified revenue. The pattern was the same every time, and it was never the exciting id…

microsaasstartupsaasentrepreneurship
Dev.to Aug 3, 2026, 09:19 UTC
EN

The Kafka Incident That Was Just a Certificate (And the Operator That Saved MirrorMaker)

A Saturday afternoon alert: under-replicated partitions on the production Kafka cluster, well over the threshold. Status CRITICAL, replicas out of syn…

eksstrimzikafkatls
Dev.to Aug 3, 2026, 08:15 UTC
EN

Mem0 Auto-Resolves Memory Conflicts For You — Until It Silently Deletes One You Still Need

Mem0 markets its add() call as "just talk to it, it figures out memory." Mostly true — under the hood, every add() runs an LLM-driven pipeline that ex…

mem0aiagentsllmmemorypython
Dev.to Aug 3, 2026, 08:13 UTC
EN

dev.to's Dashboard Can't Count Its Own Posts

This is a submission for DEV's Summer Bug Smash: Clear the Lineup powered by Sentry . Project Overview forem is the open source platform behind dev.to…

bugsmashdevchallengeai
Dev.to Aug 3, 2026, 07:38 UTC
RU

HRlink: лидерами по динамике найма в первом полугодии стали компании из ритейла, агробизнеса и строительства

В первом полугодии 2026 г. российские компании в целом сохранили темпы найма на уровне аналогичного периода 2025 г....

CNews Aug 3, 2026, 07:13 UTC
EN

I built a real-time social network to challenge X/Twitter. Try to crash it.

Let’s be honest: building another social media app is usually a cliché. But I wanted to see how far I could push modern web architecture, real-time da…

backendbuildinpublicjavascriptwebdev
Dev.to Aug 3, 2026, 07:11 UTC
EN

React Mastery Series – Day 24: React Forms – Controlled Components, Validation & React Hook Form

Welcome back to the React Mastery Series ! In the previous article, we learned how React applications communicate with backend services using Fetch AP…

reactreactjsdevelopmentwebdev
Dev.to Aug 3, 2026, 06:36 UTC
EN

Beyond Single-Agent Loops: How We Built Multi-Agent Orchestration in Octo

A few weeks ago Boris Cherny, who leads development on Claude Code, mentioned during a talk at Acquired Unplugged that he doesn't really write prompts…

aiopensourceagentsproductivity
Dev.to Aug 3, 2026, 06:23 UTC
EN

Multi-Agent Collaboration Hits the Engineering Wall

Single agent capabilities have expanded pretty dramatically over the last year. Tool calling went from flaky function selection to reliable multi-step…

aiagentsopensourcemultiagent
Dev.to Aug 3, 2026, 06:23 UTC
EN

Mapping Strategies Without the Magic (Chapter 4)

At the end of the previous chapter, I teased that we were about to dive straight into the heavy machinery of DAO implementation - hooking up Spring Da…

javaspringbootarchitecture
Dev.to Aug 3, 2026, 06:22 UTC
EN

Using the New Copilot Studio Skills

One thing Microsoft is not good at is naming things, and sadly it's happened again. But let's go back to the beginning: what are Skills? Skills are ta…

aipowerplatformcopilotstudiopromptengineering
Dev.to Aug 3, 2026, 06:15 UTC
EN

Warm Table — A Taiwanese Comfort Soup Landing Page

What I Built I built Warm Table , a fictional Taiwanese comfort-soup house inspired by the idea that a warm bowl of soup can make a difficult day feel…

devchallengefrontendchallengewebdevjavascript
Dev.to Aug 3, 2026, 05:17 UTC
EN

I Built Peko to Fix Native App Deployment

I Built Peko to Fix Native App Deployment TL;DR: I think native application development has a release engineering problem. Building the app should be …

programmingautomation
Dev.to Aug 3, 2026, 04:17 UTC
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How to Inspect AsyncStorage, MMKV, and SQLite in React Native

A surprising number of React Native bugs come from persisted state. An old token, a stale cache, a feature flag that was never cleared, or a SQLite ro…

reactnativemobiledevtoolssqlite
Dev.to Aug 3, 2026, 04:16 UTC
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When AI Moves the Button: Build a Support Loop for Adaptive UIs

An adaptive interface can look impressive right up to the moment a user asks, “Where did the export button go?” That question creates an uncomfortable…

aiwebdevreactproductivity
Dev.to Aug 3, 2026, 04:12 UTC
EN

30 technical interview questions, explained the way you'd actually say them

30 Technical Interview Questions You Should Be Able to Explain Out Loud (JS / React / Node) Most interview prep content gives you a definition. Real i…

javascriptreactcareerinterview
Dev.to Aug 3, 2026, 03:05 UTC
EN

RAG Classifications, Architectures: A Field Guide for Production-Grade Systems

If you've shipped a "chat with your docs" prototype in a weekend, congratulations — you've built Naive RAG . If you've then watched it hallucinate on …

aipythonragarchitecture
Dev.to Aug 3, 2026, 02:15 UTC
EN

Godot 4 GPUParticles2D not showing? 5 reasons your particles aren't appearing

You added a GPUParticles2D , pressed Play, and the node is there in the tree — but zero particles appear. No error. Just silence. This is one of Godot…

godotgamedevtutorialprogramming
Dev.to Aug 3, 2026, 01:52 UTC
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How to run a team of AI marketing agents from Slack

AI marketing agents work best as a team of specialists, not one generalist. The marketing team eve template is an open-source, MIT-licensed project fr…

aiagentstypescriptvercel
Dev.to Aug 3, 2026, 01:51 UTC
EN

You Won’t Know How Much to Delegate to AI Until You Use It Extensively

TL;DR How much you can delegate to AI, and how much human review it needs, depends on the task and the model. Tasks with few possible solutions and ea…

aicodereviewsoftwaredevelopmentproductdevelopment
Dev.to Aug 3, 2026, 01:23 UTC
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A Day in the Life of a Brazilian Dev: $1K Salaries and 5-Hour Commutes

The global tech industry is booming, but the reality for software engineers in South America’s largest country is a grind you probably haven't heard a…

productivitycareerwebdevbeginners
Dev.to Aug 3, 2026, 01:13 UTC
EN

Why Developer Experience (DevEx) Dies in the Backlog?

"Technical debt" might be one of the most successful terms ever coined in software engineering. Not because it solved the problem. Technical debt is s…

productivityleadershipdiscusssoftwareengineering
Dev.to Aug 3, 2026, 01:10 UTC
EN

Three AI Reviews Passed. One Real Legal Case Broke the System.

I had a system that looked ready. One AI model designed the architecture. Another implemented it. Additional models reviewed the output, checked the l…

aiagentstestingproductivity
Dev.to Aug 3, 2026, 01:09 UTC
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Cadence Over Volume — Orchestrating Multiple Projects with AI Agents

Running multiple projects in parallel with AI agents produces a counter-intuitive effect: without a compounding infrastructure, every run starts from …

aikittyclawtoolingbehindthescenes
Dev.to Aug 3, 2026, 00:02 UTC
EN

Knowledge-and-Memory-Management v0.0.2: Portable Knowledge Collection & Memory Management

The v0.0.2 release of Knowledge-and-Memory-Management is exactly what a clean release should look like: no leftover personal paths, no hardcoded /home…

aiautomationopensource
Dev.to Aug 3, 2026, 00:00 UTC
EN

Understanding Pega's `pzPVStream`: Why a 20-Year-Old Design Still Makes Sense

One of the most misunderstood parts of the Pega Platform is pzPVStream . Newcomers often describe it as a "black box", while experienced architects so…

pegaprpcstorageetl
Dev.to Aug 2, 2026, 23:03 UTC
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Kubernetes Migration: Seeking Guidance and Collaboration for Ingress to Gateway API Transition

Introduction: Navigating the Ingress to Gateway API Migration in Kubernetes The Kubernetes ecosystem is undergoing a pivotal transformation, with netw…

kubernetesmigrationgatewayapinetworking
Dev.to Aug 2, 2026, 23:01 UTC
EN

Lesson 4 - Validation: A must-have cornerstone

In a traditional SDLC, validation was someone else's job and it came later. QA teams checked that the software did what it was supposed to. The behavi…

aivalidationsoftwaredevelopmentllm
Dev.to Aug 2, 2026, 22:59 UTC
EN

I Built Kikar — An AI Messaging Platform That Creates Digital Versions of People

For the last few months, I've been working on Kikar, an AI-powered social messaging platform with a simple goal: What if every user could have an AI v…

aiwebdevsupabasetypescript
Dev.to Aug 2, 2026, 22:14 UTC
EN

Did the recruiter open my application? What a read receipt can and cannot tell you

Applying for a job is one of the few situations where you send something important and get nothing back at all. Not a rejection, not a delay, not an a…

careerproductivitywritingbeginners
Dev.to Aug 2, 2026, 22:06 UTC

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