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DEV Community • 2026-04-07 15:12

I Ran My Own SEO Agent on My Two Domains — It Went from 0/4 to 4/4 PASS in One Afternoon

invoice.naija-vpn.com was serving the Carter Efe $50K/month Twitch story as its meta description. That page is an invoice generator tool for Nigerian freelancers. Nothing about it has anything to do with Carter Efe. The agent caught it on the first run. A scraper wouldn't have — it reads raw HTML before JavaScript executes. The agent uses Playwright, reads the rendered DOM, sees what a browser se...

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4m read
DEV Community • 2026-04-07 15:12

Stop Shipping LLM Agents Without a Safety Net: Using MLflow's ResponsesAgent Interface

Here's a pattern I keep seeing: someone builds a genuinely useful LLM agent, it works great, gets deployed, and then six months later nobody knows what version is running, how to update it safely, or what changed between the version that worked and the one that doesn't. The capability was never the hard part. MLflow 3.6 introduced the ResponsesAgent interface, and it's worth your attention if yo...

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1m read
DEV Community • 2026-04-07 15:12

How to Use LeetCode Effectively for Interview Prep (The Strategic Way)

Preparing for coding interviews at top-tier companies can be overwhelming. While everyone knows about LeetCode, most people use it inefficiently—simply solving random problems without a clear roadmap. In this guide, based on insights from the Engineer Talks deep dive, we break down the most effective way to master Data Structures and Algorithms (DSA) without burning out. 1. Quality O...

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3m read
Number of victims in Kaohsiung food poisoning case rises to 157
newest submissions : multi • 2026-04-07 15:12

Number of victims in Kaohsiung food poisoning case rises to 157

submitted by /u/Commercial-Host-725 to r/worldnews [link] [comments]

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1m read
DEV Community • 2026-04-07 15:10

Track World Cup 2026 Social Buzz With a Simple Node.js Script

The 2026 FIFA World Cup starts June 11 across the US, Canada, and Mexico. 48 teams for the first time ever. More matches, more upsets, more chaos -- and a ridiculous amount of social media activity. Headlines will tell you who won. Social data tells you who the internet is actually talking about, which fan bases are the loudest, and which underdog is going viral before the pundits catch on. I bu...

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6m read
What Happened After a Teacher Ditched Screens | Why one early adopter of computers in classrooms has decided to toss them
newest submissions : multi • 2026-04-07 15:09

What Happened After a Teacher Ditched Screens | Why one early adopter of computers in classrooms has decided to toss them

submitted by /u/Hrmbee to r/technology [link] [comments]

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1m read
Why I Chose a Fine-Tuned 7B Model Over GPT-4 for High-Volume IT Support Ticket Routing
DEV Community • 2026-04-07 15:08

Why I Chose a Fine-Tuned 7B Model Over GPT-4 for High-Volume IT Support Ticket Routing

How the “Distillation Revolution” of 2026 is shifting the enterprise focus from parameter count to parameter efficiency. The 2026 Paradigm Shift: From “God Models” to “Expert Models” For years, the mantra in Artificial Intelligence was bigger is better. We watched as parameter counts ballooned from billions to trillions, with the industry crowning a new “God Model” a massive, general-p...

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9m read
Treesize le logiciel par excellence pour la gestion de vos fichiers et PC
DEV Community • 2026-04-07 15:08

Treesize le logiciel par excellence pour la gestion de vos fichiers et PC

Treesize est un logiciel qui analyse votre espace disque et qui affiche tous les sous-dossiers d'un disque ou repertoires selectionnés. La version gratuite (TreeSize Free) est essentiel pour un developpeur afin d'identifier rapidement les fichiers volumineux, les dossiers de dependances(node_modules) ou les "builds" oubliés qui saturent le disque. Il permet de visualiser l'espace occupé de maniere...

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1m read
Hacker News: Front Page • 2026-04-07 15:07

Moving fast in hardware: lessons from lab to $100M ARR

Article URL: https://blog.zacka.io/p/simplify-then-add-lightness-bc4 Comments URL: https://news.ycombinator.com/item?id=47676557 Points: 7 # Comments: 1

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1m read
DEV Community • 2026-04-07 15:07

What the Hell is a Token?

Months after ChatGPT launched, I still could not have told you what a token was. I had been using it since the first public launch and was basically having novel-long conversations with it. I had no idea that every time I hit "enter," my text was being chopped into pieces before the model even looked at it. It turns out, those pieces (tokens) determine your usage limits, how much the AI can remem...

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5m read
Hacker News: Front Page • 2026-04-07 15:04

Claude Code is locking people out for hours

Article URL: https://github.com/anthropics/claude-code/issues/44257 Comments URL: https://news.ycombinator.com/item?id=47676521 Points: 37 # Comments: 17

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1m read
DEV Community • 2026-04-07 15:03

I built a governance layer for AI agents after watching them fail silently in production

Picture this: a healthcare AI agent is triaging patient intake. It's running on a solid model, well-prompted, tested in staging. In production, a patient describes symptoms that match two possible care pathways — one urgent, one routine. The agent picks routine. No error is thrown. No log entry flags it. No human is notified. The patient waits three days for a callback that should have been a same...

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3m read
DEV Community • 2026-04-07 15:03

Trunk-Based Development with Short-Lived Branches

Why Long-Lived Branches Kill Velocity You've seen it. A feature branch that started two weeks ago. It's 47 commits behind main. Three people are waiting on it. The merge conflict is 400 lines. Nobody wants to review it because reviewing 2,000 lines of diff is nobody's idea of a good time. Long-lived branches are where productivity goes to die. And when you add an AI agent to the mix, t...

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6m read
Google Developers Blog • 2026-04-07 15:03

TorchTPU: Running PyTorch Natively on TPUs at Google Scale

TorchTPU is a new engineering stack designed to provide a native, high-performance experience for running PyTorch workloads on Google’s TPU infrastructure with minimal code changes. It features an "Eager First" approach with multiple execution modes and utilizes the XLA compiler to optimize distributed training across massive clusters. Moving into 2026, the project aims to further reduce compilati...

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1m read
React Native ExecuTorch 8.0, Scroll Driven Header Motion, and the Money Shot Montage You Can’t Erase
/r/ReactJS - The Front Page of React • 2026-04-07 15:02

React Native ExecuTorch 8.0, Scroll Driven Header Motion, and the Money Shot Montage You Can’t Erase

submitted by /u/Bright-Sun-4179 [link] [comments]

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1m read
newest submissions : multi • 2026-04-07 15:02

Update: Image classification by evolving bytecode

It's been a while since I last posted about Zyme, my esoteric language for genetic programming. I recently reached a performance milestone of ~75% accuracy on a subset of MNIST image classification task and thought it was worth a short write-up. Feedback and criticism are welcome! submitted by /u/AlmusDives to r/ProgrammingLanguages [link] [comments]

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1m read
Israel antiwar protests spur intensifying government crackdown
newest submissions : multi • 2026-04-07 15:01

Israel antiwar protests spur intensifying government crackdown

submitted by /u/Crossstoney to r/worldnews [link] [comments]

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1m read
DEV Community • 2026-04-07 15:01

I’m not an 'IT Guy,' but I’m building a SaaS to save my industry from Spreadsheet Hell.

Kaptiq Hi Dev.to Community, Sumit here. Full disclosure: I’m not a developer, heck, I’m not even an "IT guy." I’m a Mechanical Engineer working as a Project Manager in the EPC industry. I started building Kaptiq out of pure frustration. I was drowning in spreadsheets, endless emails, and disconnected tools. Traditional ERPs are either too expensive or too rigid for smaller firms, and it turns o...

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1m read
DEV Community • 2026-04-07 15:00

The Fairness Metrics Your ML Model Needs -And Why Accuracy Isn't One of Them

Your fraud detection model hits 99.8% accuracy. Ship it? Not so fast. That number means your model predicts "not fraud" for every single transaction — and it's right 99.8% of the time because only 0.2% of transactions are actually fraudulent. It catches exactly zero fraud cases. Accuracy told you everything was fine. It was lying. This is the class imbalance trap, and it's the most common evalua...

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6m read
GitHub Users, Your Data Will Be Used to Train AI Models: Do You Care?
HackerNoon • 2026-04-07 15:00

GitHub Users, Your Data Will Be Used to Train AI Models: Do You Care?

HackerNoon's Weekly Newsletter curates results from our 3 Tech Polls. This week, we’ll be taking a look at GitHub's decision to train AI models using user's private repos.

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1m read
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