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The LLM Should Never Do the Math

A CFO will not act on a number an LLM eyeballed. They will not act on a number the model "estimated" by reasoning over a usage dump. And they should not — because the moment a language model emits a d

dev.to Jun 29, 2026 Read more →

What Actually Happens in the First Call With a US Team After Your CV Passes

You finally get the response. The CV cleared whatever filter it was up against, and now there is a calendar invite for a thirty or forty five minute call. Most developers treat this as the technical s

dev.to Jun 29, 2026 Read more →

Popular Tags: How I Used Browser Storage to Efficiently Manage User Data

As a solo developer working out of an RV, I've learned to appreciate the importance of staying organized, especially when it comes to managing user data in my Chrome extension, Tab Reminder. One of th

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Why I Built a JSON Toolkit That Never Touches a Server

Most of the time, when I need to inspect a complex JSON payload, I copy the raw string from my terminal or network tab, open a browser tab, and paste it into one of the many "JSON Formatter" sites tha

dev.to Jun 29, 2026 Read more →

I Ship a New Data Scraper Every Few Days. Here Is What I Have Learned

A while back I kept hitting the same wall. I wanted some specific slice of public data, a list of local businesses, fresh SEC filings, app store reviews, and the options were always the same. Pay a bl

dev.to Jun 28, 2026 Read more →

A flat per-call endpoint for summarize / classify / extract in your n8n and Make automations

If you run automations that summarize, classify, or pull fields out of text at volume, the LLM step is where per-token pricing turns budgeting into a guessing game: one batch of long inputs and the bi

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A homemade CI/CD pipeline with GitHub Actions

In the previous article on hosting a Next.js app on a VPS, I'd left the deployment pipeline as a rough sketch: four lines to say "it ships to production on its own when you push." That's the piece I w

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How I Built GitPulse: A Cinematic Developer Storyteller (and why standard GitHub profiles are boring)

Let's be honest — standard GitHub profiles are a bit... static. As a Full Stack Developer & AI/ML Specialist, I wanted a way to showcase my contributions that actually felt alive. I didn't just want

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I built a free UAE calculator platform that runs on live government data

Living in the UAE means constantly Googling numbers: what is the visa fee now, how much zakat do I owe, what is today's fuel price, how is my gratuity calculated. The answers online are usually outdat

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Quitter Vercel : héberger son app Next.js sur un VPS

Vercel m'a longtemps convenu. Tu pousses ton code, trente secondes plus tard c'est en ligne avec un certificat valide, un CDN et des previews par branche. Pour démarrer un projet, je ne connais rien d

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OKF for Claude Code: structured, portable memory your agent (and team) can read

The problem: agents forget your project every session If you pair with a coding agent, you have lived this: a new session starts and the context is gone. The agent re-discovers your auth fl

dev.to Jun 28, 2026 Read more →

How to Build a Reusable Angular Data Table: An Architecture-First Approach

If you've worked on more than one enterprise Angular application, you've probably seen this pattern: a CustomerTableComponent, an OrdersTableComponent, an InvoicesTableComponent, and three or four mor

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How I Built a Free Twitch Emote Resizer Tool

How I Built a Free Twitch Emote Resizer Tool As a Twitch streamer, I always struggled with getting my emotes sized correctly for upload. Twitch requires specific pixel dimensions: 28×28, 56

dev.to Jun 28, 2026 Read more →

Stop Asking the LLM Whether Its Source Is Real

You ask the AI for a bibliography. It hands you a title, authors, a journal, a year, a well-formed DOI. Everything is plausible, everything is clean. And one reference in two doesn't exist. Not "appro

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No Agent Grades Its Own Homework

You ask Claude to review your code. It says "looks good, clean, well factored". Of course it does. It wrote that code five minutes ago. You just asked the author to grade his own paper, and he gave hi

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Your AI Writes Tests That Can Never Fail

You ask the AI for tests. It hands you twelve, all green. CI passes. You merge. Three days later a bug ships, on a function those tests were supposed to cover. You reopen the test file and it clicks:

dev.to Jun 28, 2026 Read more →

The Linear CLI Linear never shipped: driving your tracker from the terminal

If you searched for a Linear CLI, you already know the first surprise: there isn't an official one. Linear ships a hosted MCP server, a GraphQL API, and a TypeScript SDK, but no first-party command-li

dev.to Jun 27, 2026 Read more →

Day 81 of Learning MERN Stack

Hello Dev Community! 👋 It is officially Day 81 of my 100-day full-stack engineering run! Yesterday, I locked down linear logical operators to sweep across singular tabular records. Today, I stepped i

dev.to Jun 27, 2026 Read more →

r/programming banned LLM posts. 6.9 million devs just exhaled.

The biggest programming subreddit just temporarily banned all LLM-related posts. 6.9 million developers didn't protest. They thanked the mods. The reaction speaks for itself. The Breaking P

dev.to Jun 27, 2026 Read more →

IBM 0.7nm Chip: What It Means for AI Computing Power

The Announcement: What IBM Actually Built On June 25, 2026, IBM announced the world's first sub-1 nanometer chip technology from its research headquarters in Yorktown Heights, New York. The

dev.to Jun 27, 2026 Read more →
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