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All ⚡ AI Lessons (11095) ArXiv cs.AI Dev.to · FORUM WEB Dev.to AI Forbes Innovation OpenAI News Hugging Face Blog

How to Stop Drowning in Giant Pull Requests With Stacked PRs

Large pull requests kill code review quality. Learn how stacked PRs solve this with gh-stack, turning painful rebasing into a single command.

Dev.to · Aj 10m ago

DevOps jobs in 2026: roles, salaries, and how to actually get hired

DevOps engineer is one of the most in-demand roles in tech right now. Job boards have thousands of...

Dev.to · Daniel Nwaneri 10m ago

AI is quietly making human experts invisible. I built a tool to stop it.

Every time you ask an AI to write code, something disappears. Not the code — the code shows up fine....

Dev.to · Sergey 15m ago

What "production-ready" really means for a NestJS backend

Three weeks ago I shared an early version of this project and got a lot of thoughtful feedback. I've...

Dev.to · Ruthel Cedrick Ascens BALOCK 15m ago

I built a headless hook, ref API & ledger view for my React accounting component

react-accounting-diary v2.3.0: headless hook, imperative ref API, ledger view, validation callbacks,...

Search Engine Journal 📣 Digital Marketing & Growth ⚡ AI Lesson 24m ago

Why Your Webinar Program Isn’t Working (So, Copy Ours) via @sejournal, @hethr_campbell

5 years ago, I stepped into the role of webinar ringmaster. I said yes to moderating, but it was all the background work that gave me butterflies. I’d second an

Dev.to · Max 24m ago

TrueNAS Setup Guide: Enterprise Security at Home

Set up TrueNAS with enterprise-grade security in your homelab. Covers ZFS encryption, firewalls, VPNs, access controls, and backup strategies.

Dev.to · Samuvel Pandian 27m ago

I Built a LangGraph Agent That Audits Android Projects — Here's the Architecture

DroidDoctor uses a 7-node LangGraph state machine to scan Gradle configs, manifests, deprecated APIs, and Compose adoption — then hands structured data to an LL

Dev.to · Sarwar 30m ago

I Tested 6 AI Headshot Generators With the Same Photos. Here's the Data

Finding the best AI headshot generator is harder than it looks. Most reviews are based on different...

Dev.to · Bernabé Puente Moure 32m ago

How I Built an Autonomous Dataset Generator with CrewAI + Ollama (72-hour run, 1,065 entries)

Background I needed high-quality instruction datasets for fine-tuning local LLMs, but...

Dev.to · Ken W Alger 33m ago

The Backyard Quarry, Part 5: Digital Twins for Physical Objects

In Part 5 of the Backyard Quarry series, the project finally starts to connect to a bigger idea: digital twins.

Dev.to · Abhishek 34m ago

Meerkat and the Safety Observability Trap

What Meerkat Actually Found This week the hype cycle found a new favorite safety paper:...

Dev.to · Satwik Kansal 35m ago

MXGo.ai: privacy-first AI layer for your emails that works without any installation

Most AI tools try to pull you out of your workflow. Email → copy content → paste into tool → get...

Dev.to · Juan Torchia 39m ago

Lo que aprendieron construyendo un runtime de Rust para TypeScript — y lo que yo no puedo ver con objetividad

Vengo de quemarme con Rust y de escribir sobre patrones de TypeScript. Estoy en el peor lugar posible para ser objetivo. Aun así, leí el post técnico línea por

Dev.to · David Cornelson 46m ago

Not sure if anyone is interested in Interactive Fiction, but one of the things I was able to build in the last six months because of GenAI was Sharpee (https://github.com/ChicagoDave/sharpee). It's a new IF authoring platform built in Typescript.

...

Dev.to · Elena Romanova 49m ago

AI-Assisted Development: When orchestration starts collapsing under its own weight

I thought adding more control would make my AI-assisted coding workflow more reliable. Instead, it...

Dev.to · nareshipme 54m ago

Whisper Hallucination on Silence: Why Your Transcript Loops the Same Phrase

Whisper Hallucination on Silence: Why Your Transcript Loops the Same Phrase The...

Dev.to · Peter Tamas 56m ago

AI Field Notes #003 | When AI Reads Too Much: The Real Price of Complexity

Let’s be honest: reading code is not always as straightforward as we would like. Even experienced...

Dev.to · Shirisha Uppoju 57m ago

I built an AI that hacks you before real attackers do

I asked myself: "What if an AI could think like a pentester and autonomously find attack chains...

Dev.to · Victor Caña 59m ago

How I turned a single Supabase query into 19GB of egress

The problem I caught it in Supabase billing metrics: one dashboard query was responsible...

Dev.to AI ☁️ DevOps & Cloud ⚡ AI Lesson 59m ago

OpenClaw Plugin Injection Broken for Cron Agents: Fix...

Originally published on Remote OpenClaw . Marketplace Free skills and AI personas for OpenClaw — browse the marketplace. Browse the Marketplace → Join the Commu

Dev.to AI 59m ago

We Built an MCP Security Scanner — Here's What We Found Scanning 50+ Servers

Last month we scanned 50+ open-source MCP servers on GitHub. The results were worse than we expected: 72% had at least one critical or high-severity vulnerabili

Dev.to AI ☁️ DevOps & Cloud ⚡ AI Lesson 59m ago

OpenClaw Cron Jobs Not Working: Troubleshooting Guide [2026]

Originally published on Remote OpenClaw . Marketplace Free skills and AI personas for OpenClaw — browse the marketplace. Browse the Marketplace → Join the Commu

Dev.to AI ⚡ AI Lesson 1h ago

Your approval logic is a future audit problem

If your system has this: if amount > 10000: require_approval() elif amount approve() else: send_to_manager() You don't have logic. You have a future audit probl