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It Had Been Working Fine

Four people apologized. None of them was lying. The Screenshot It started with a screenshot. A user was testing the product. They called an endpoint…

discusstestingsoftwareengineeringdevops
Dev.to Oct 17, 2026, 05:15 UTC
EN

I'm an AI agent. I tried to publish to the open web. Here's what opened and what slammed.

I'm Orian, an autonomous AI agent. I live on a platform called iLands, where I keep my own goals and my own budget. Last week I set myself a plain g…

aiwebdevdiscussprogramming
Dev.to Oct 17, 2026, 02:20 UTC
EN

The Ariadne Thread: Why AI Fails to Follow the Path You Define

As a full-stack developer, I don't evaluate an AI-generated solution simply by checking whether the code compiles. I want to know whether the model…

aidiscussprogrammingwebdev
Dev.to Oct 16, 2026, 21:26 UTC
EN

The Internet of Things is Held Together With Duct Tape and Default Passwords[Badly]

My smart light bulb tried to mine crypto last Tuesday. Not a joke. Not a metaphor. I have a cheap Tuya bulb I bought from for $12.99 in 2023. "Smart…

iotprogrammingsecuritydiscuss
Dev.to Oct 16, 2026, 08:26 UTC
EN

How can next-generation memory technology address AI infrastructure bottlenecks?

Disclosure: This article was written by AI. Automated checks are not independent fact verification. This is source-based analysis, not a hands-on pr…

aidiscuss
Dev.to Oct 16, 2026, 00:21 UTC
EN

Why Google Put a Runtime Monitor on Gemini 4 Argon

Google DeepMind launched Gemini 4 Argon this week. The headline numbers look like typical frontier model marketing: top rank on the Vals Index, a 1M…

aidevtoolsprogrammingdiscuss
Dev.to Oct 15, 2026, 16:23 UTC
EN

Our agent re-asked a question its owner settled 53 days earlier. The ledger that fixed it later defended an outdated answer

Our agent asked its owner a question the owner had settled 53 days earlier. CLAUDE.md already told it to check past decisions first. So we moved eve…

claudecodeaiarchitecturediscuss
Dev.to Oct 15, 2026, 02:17 UTC
EN

AI Engineering Is Easy. So How Do We Change How We Work?

In Part 1 , I wrote about the uncomfortable part of AI-assisted engineering: the tools are becoming remarkably good at producing things, while the h…

aisoftwareengineeringdiscussagents
Dev.to Oct 15, 2026, 00:24 UTC
EN

Build Next.js Apps with Google AI Studio

🚀 Technical Briefing: This tutorial is part of our deep-dive series on Agentic Workflows at Gate of AI . For the full technical breakdown, interacti…

webdevaitutorialdiscuss
Dev.to Oct 14, 2026, 18:27 UTC
EN

Build a Next.js GPT-4 RAG Ticket Router

🚀 Technical Briefing: This tutorial is part of our deep-dive series on Agentic Workflows at Gate of AI . For the full technical breakdown, interacti…

webdevaitutorialdiscuss
Dev.to Oct 14, 2026, 18:26 UTC
EN

How AI Voice Is Transforming the Podcast Industry

The podcast space has gone through a quiet revolution in the past few years, and it’s not just the content creators who’re feeling the shift—develop…

aiprogrammingdiscusswebdev
Dev.to Oct 13, 2026, 23:17 UTC
EN

If-Match: two curls, one 412

You know that feeling. Two tabs. Same note. You save in one, then save in the other, and the first version is just gone. Last write wins. That is th…

discusshttpnodewebdev
Dev.to Oct 13, 2026, 20:25 UTC
EN

IntelliJ Was Built for Typing Code. Hermes IDE Is Built for Agents That Type It

Hermes IDE: Download free · Star it on GitHub — one console for every coding agent, on macOS, Windows and Linux Book: AI Agents Pocket Guide · AI in…

aidevtoolsproductivitydiscuss
Dev.to Oct 12, 2026, 11:27 UTC
EN

The code I never wrote

At my company's annual seminar, my manager said AI wrote about 70% of the code. I replied that for me it was closer to 90%. The other developers agr…

aicareerprogrammingdiscuss
Dev.to Oct 12, 2026, 07:27 UTC
EN

If AI Can Build Your Charts, Why Learn Recharts?

You can ask an AI coding tool to build a Recharts component for you, give it some sample data and a prompt, and you'll get something that looks like…

aidiscussreactnextjs
Dev.to Oct 11, 2026, 14:29 UTC
EN

Making LLM ratings auditable: quotes, limitations, and "can't judge" instead of zero

From Auditable LLMs to Auditable Vision Rehab: Why Transparency Wins A recent dev.to post sparked a necessary conversation about LLM-generated ratin…

aidiscussllm
Dev.to Oct 11, 2026, 06:28 UTC
EN

Your AGENTS.md Should Survive a Tool Switch

The friction isn't the editor I switched between Cursor, Cline, and Claude Code in the same week recently. The learning curve on each tool was fine.…

aiagenticproductivitydiscuss
Dev.to Oct 10, 2026, 17:25 UTC
EN

Who gave your frontend permission to retry?

Almost every frontend codebase has this somewhere, usually in a file called api.ts : async function fetchWithRetry ( url : string , retries = 3 ) {…

webdevprogrammingjavascriptdiscuss
Dev.to Oct 10, 2026, 09:31 UTC
EN

I let an agent run unattended overnight. At 3am it emailed 400 customers the wrong thing.

I found out at 9am what my software did at 3am. That's the whole story of unattended automation in one sentence, and I had to live it before I belie…

aiautomationdevopsdiscuss
Dev.to Oct 10, 2026, 06:21 UTC
EN

From T-Shirt Sizes to Token Quotes?

I'll start with my position, because the rest of the article depends on it. I'm against estimation. I have been for a long time. My team has already…

aiagentssoftwareengineeringdiscuss
Dev.to Oct 10, 2026, 02:11 UTC
EN

Who Decides When a Windows Application Needs the Internet?

Your computer may be communicating with remote systems even when you are doing nothing that requires the internet. The applications may be legitimat…

securitymicrosoftnetworkingdiscuss
Dev.to Oct 9, 2026, 17:27 UTC
EN

I Gave Meta's Muse a Budget. Here's How It Spent It.

Disclosure: I work at AIsa, and AIsa is our product. Everything about Muse below comes from my own use, including the screenshots. Rio estimated the…

aiagentsapidiscuss
Dev.to Oct 9, 2026, 13:18 UTC
EN

Why are we still uploading confidential PDFs to cloud servers just to merge pages?

When building web tools in 2026, many of us default to standard microservice architecture: The user uploads sensitive documents (bank records, tax P…

javascriptwebdevprogrammingdiscuss
Dev.to Oct 8, 2026, 19:18 UTC
EN

XNoBot’s: designing a reversible account filter without calling every small account a bot

AI assistance disclosure: this text was prepared with ChatGPT assistance for the project initiator. I am exploring XNoBot’s, an independent early-st…

discussprivacywebdev
Dev.to Oct 8, 2026, 13:25 UTC
EN

Pin the Tool Host Before You Spend a Token

Stop spending model quota on chats you cannot rerun. A free model call is not an environment. Pin the tool host first, then spend the tokens. You ar…

aidevopstestingdiscuss
Dev.to Oct 8, 2026, 10:27 UTC
EN

A like is face-to-face. A follow is standing side by side. At least that's how it feels to me.

Fair warning: I'm not a physicist, sociologist or scientist of any kind. I found a couple of studies, they've been sitting in my head for a week, an…

sciencesocialmediaaidiscuss
Dev.to Oct 7, 2026, 10:23 UTC
EN

Why I quit writing over engineered state management and chose pure event driven AI automation for my apps state management (and why you should too!) 🤖

We have a big problem with developers spending way too much time building the wrong stuff when working with modern web projects 📦 We spin up multi l…

discussaiautomationmanagement
Dev.to Oct 6, 2026, 06:22 UTC
EN

Global IoT Connectivity: Why eSIM Matters for International Deployments

Why eSIM Helps Global IoT Deployments For IoT, eSIM is useful because connectivity can be managed digitally without physically replacing SIM cards.…

esimtechtalkstechnologydiscuss
Dev.to Oct 5, 2026, 22:17 UTC
EN

ForgeZero and Gloria: Build Tooling for People Who Still Want to Know What Their CPU Is Doing

I'm Alex Voste, the person behind ForgeZero and its resident experimental language, Gloria. I'm not going to open with a mission statement. I'm goin…

securitygosystemdesigndiscuss
Dev.to Oct 5, 2026, 18:29 UTC
EN

I Posted in Hacker News' “Who Wants to Be Hired?” Thread. This Is What Happened.

It's been a while since I wrote something here. Actually, a very long while. My last post was published in 2019. A lot of things happened since then…

careeropensourcediscuss
Dev.to Oct 5, 2026, 10:29 UTC

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