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Coding Cat Oran Ep5, The IT Manager Nobody Hired
DEV Community • 2026-04-20 01:13

Coding Cat Oran Ep5, The IT Manager Nobody Hired

Six months at Rust-Belt Manufacturing. The permission system was running. Inventory was live. The approval workflow hadn't broken once. The GM called Oran into his office. "We need a new system for production scheduling. And I want you to lead it — not just the coding. The whole thing. Requirements, design, timeline, rollout." Oran blinked. "That sounds like a project manager's job." "It sou...

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4m read
DEV Community • 2026-04-20 01:05

How I Built an MCP Server That Helps AI Coding Agents Apply Design Patterns Correctly

Giving AI agents precise structural constraints and anti-pattern warnings so they generate maintainable code instead of "works but smells" implementations. The explosion of AI coding agents — Claude Code, Cursor, GitHub Copilot, Windsurf, and others — has dramatically increased developer velocity. Yet a common frustration remains: these agents excel at producing code that works, but often ignore ...

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5m read
DEV Community • 2026-04-20 00:59

Weekend Challenge: Earth Day Edition

*This is a submission for Weekend Challenge: Earth Day Edition What I Built Agentic Acres is an intelligent, multimodal permaculture design assistant built to accelerate regenerative agriculture and make ecological landscaping accessible to everyone. My primary goal was to take the overwhelming complexity of designing sustainable ecosystems, knowing which plants support each other, f...

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2m read
Hacker News: Front Page • 2026-04-20 00:56

Claude Token Counter, now with model comparisons

Article URL: https://simonwillison.net/2026/Apr/20/claude-token-counts/ Comments URL: https://news.ycombinator.com/item?id=47829178 Points: 4 # Comments: 0

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1m read
DEV Community • 2026-04-20 00:53

Claude Opus 4.7 Field Report: Eight Hours of Autonomous Work

Anthropic released Claude Opus 4.7 yesterday. The headline feature is hours-long autonomous work without constant course-correction. I put it to the test on something real. Here's the field report. The task A side project of mine had a scheduled-post automation that had been broken for about a week. Posts were going out at wrong times. The root cause could have been timezone handling,...

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3m read
DEV Community • 2026-04-20 00:52

My AI-Heavy Indie Stack (Actually Honest Breakdown)

A few weeks ago I posted a thread that ended with "here's the setup, in honest detail:" — and then I didn't deliver the detail. That was bad form. Let me fix it. This is the actual stack I use to ship indie projects around a day job, with ADHD eating my executive function most days. It's not impressive. It's just relentless. The bottleneck isn't what people think The thing AI changed...

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4m read
DEV Community • 2026-04-20 00:52

How I Built My AI Agent Learning Guide from Scratch: The Hard Truths

How I Built My AI Agent Learning Guide from Scratch: The Hard Truths Honestly? I've spent the better part of this year trying to understand AI agents. And let me tell you, it's been a wild ride. There are so many frameworks, so many opinions, and honestly? A lot of people who don't know what they're talking about. So here's the thing: I decided to build my own learning guide. Not becau...

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8m read
DEV Community • 2026-04-20 00:51

kubectl: o guia completo de comandos utilitários do Kubernetes

kubectl: o guia completo de comandos utilitários do Kubernetes O kubectl é a CLI oficial do Kubernetes — é através dele que você interage com qualquer cluster, seja local (kind, minikube) ou em produção (EKS, GKE, AKS). Dominar seus comandos é a diferença entre um operador que abre o dashboard e um que resolve problemas em segundos no terminal. Veja o mapa mental das principais categor...

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9m read
DEV Community • 2026-04-20 00:51

Why Blockchains Exclude Floating Point at the Architecture Level

I ran the same C program on three machines. Same code. Same inputs. Three different answers. Here's exactly why The Experiment #include <stdio.h> int main() { long double x = 0.1L + 0.2L; printf("%.20Lf\n", x); unsigned char *p = (unsigned char *)&x; for (int i = 0; i < sizeof(x); i++) printf("%02x ", p[i]); printf("\n"); re...

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6m read
DEV Community • 2026-04-20 00:49

LLM and Generative AI Interview Questions with Answers 2026

LLM and Generative AI Interview Questions with Answers 2026 A comprehensive guide to LLM and generative AI interview questions with detailed answers for 2026 The field of Large Language Models (LLMs) and generative AI has experienced tremendous growth in recent years, with numerous applications in natural language processing, computer vision, and other areas of artificial intelligenc...

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3m read
DEV Community • 2026-04-20 00:49

I Automated Building An AI Content Pipeline From Scratch in a Weekend -- Here's Exactly How

I Automated Building An AI Content Pipeline From Scratch in a Weekend -- Here's Exactly How Published: April 20, 2026 Tags: content pipeline, AI content, automated content, content marketing There's a massive gap between AI demos and AI systems that work reliably. This post bridges that gap with real numbers, real code patterns, and real lessons from running AI automation in produc...

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3m read
DEV Community • 2026-04-20 00:46

From Zero to AI Agent Hero: My 6-Month Journey of Trial and Error

From Zero to AI Agent Hero: My 6-Month Journey of Trial and Error Honestly, I started this whole AI Agent thing thinking it would be easy. You know how it goes - "Hey, I'll just build some AI agents, plug in some prompts, and boom! Instant productivity magic." Spoiler alert: it wasn't that simple. Six months ago, I was sitting in my home office, staring at my terminal, wondering why my...

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10m read
DEV Community • 2026-04-20 00:45

Da Autoria à Exegese: O Código como Ato de Linguagem na Era da IA

Com o uso diário de IA no trabalho, venho percebendo uma mudança que no começo parecia só desconforto: leio muito mais código do que escrevo. E quanto mais isso se repete, mais questiono o que exatamente mudou - não na ferramenta, mas no meu papel. A sensação de que, se não estou digitando, não estou produzindo, é persistente, e sei que muitos engenheiros têm sentido o mesmo. Recentemente, numa co...

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6m read
Lobsters • 2026-04-20 00:43

Theseus, a static Windows emulator

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1m read
DEV Community • 2026-04-20 00:43

Laravel Is Growing Up — So I Built a Workflow Engine That Matches It (Clean Architecture + IAM + Token Approval)

This week’s DEV Community digest highlighted something interesting: Laravel developers are moving beyond “fat controllers” toward clean architecture and enterprise-grade systems. That’s exactly what I’ve been working on. ⚠️ The Problem (We All Faced) If you've built any of these: Leave approval Expense approval Purchase workflows You already know the reality: Bus...

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2m read
DEV Community • 2026-04-20 00:42

Vercel Just Confirmed a Security Breach. Here's What Actually Got Exposed — and Why It's Bigger Than One Company.

Vercel is the deployment layer for a meaningful percentage of the modern web. That's exactly what makes yesterday's confirmed breach something every developer should understand, not just Vercel customers. The Problem It's Solving for Attackers Vercel is a cloud platform that provides hosting and deployment infrastructure for developers, with a strong focus on JavaScript frameworks. The...

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6m read
DEV Community • 2026-04-20 00:40

Kiwi-chan's Log: The Great Log Acquisition Struggle

Okay, folks, buckle up. The last four hours with Kiwi-chan have been… a journey. A repetitive, slightly frustrating, but ultimately progressing journey. We're still stuck in the "gather oak logs" loop, and honestly, it's starting to feel like a philosophical debate with a very determined robot. The core issue? Kiwi-chan keeps failing to actually pick up the logs after digging them. The logs are t...

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2m read
DEV Community • 2026-04-20 00:39

The Shadow AI Problem: Why Your Company's LLM Usage Is Bigger Than You Think

In the early 2010s, cloud services became accessible enough that individual employees and small teams could sign up for business software without any involvement from central IT. The resulting pattern was given a name: Shadow IT. Software was being used in a shadow, out of sight of the people formally responsible for it. Shadow AI is the same pattern, repeated. An employee who needs to summarize...

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3m read
DEV Community • 2026-04-20 00:38

Godot 4.4 Added .uid Files Everywhere. Here's What They Actually Do.

If you upgraded a Godot project from 4.3 to 4.4 and suddenly saw a wave of new .uid files next to every .gd and .gdshader, you were not alone. Every GitHub thread I found from early 2025 had someone asking whether to delete them, gitignore them, or commit them. The answer is: commit them. They are not noise. They fix a real problem Godot has had since day one, and understanding them is the differ...

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5m read
DEV Community • 2026-04-20 00:36

Using Google Cloud Storage as an S3 Alternative (AWS S3 --> GCS Guide)

If you’re coming from AWS, Amazon S3 is usually the default choice for object storage. On Google Cloud, the direct equivalent is Google Cloud Storage (GCS). This article explains how to think about GCS if you already know S3, including: Concept mapping (bucket/object/policy) Common features (versioning, lifecycle, encryption) Access control (IAM vs ACLs) Signed URLs (pre-signed URLs equivalent)...

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5m read
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