DEV Community • 2026-04-10 23:55

ADHD Remote Work for Developers: Build for Context Decay, Not Perfect Focus

Originally published at chudi.dev I worked from home for eight months before I figured out I was failing at remote work specifically because of ADHD, not despite doing everything "right." I had a desk. A monitor. A to-do list. I woke up at the same time every day. And still, whole afternoons would vanish. I'd look up at 5pm, realize I'd been deep in a rabbit hole since 11am, and have nothing ...

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8m read
DEV Community • 2026-04-10 23:55

I Built a Self-Improving RAG System for Claude Code. Here is What It Learned.

Originally published at chudi.dev I was debugging the same authentication error for the third time this month. Same error. Same root cause. Same fix. Claude Code had solved this exact problem two weeks ago—but it didn't remember. Each session starts fresh. No memory of what worked, what failed, or what patterns emerged. That's a massive waste of debugging time. So I built a system to fix i...

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7m read
DEV Community • 2026-04-10 23:54

I Built an AI Workflow for Bug Bounty Automation. Here is What Worked.

Originally published at chudi.dev My first automated bug bounty scan found 47 "critical" vulnerabilities. I submitted 12 reports. Every single one was a false positive. The program I targeted now knows my name. Not in a good way. That specific embarrassment is what made me rebuild everything from scratch. Not a faster scanner. Not a better scanner. A fundamentally different approach to what...

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7m read
DEV Community • 2026-04-10 23:54

Claude Code vs Cursor vs GitHub Copilot: Which One Actually Ships Better Production Code?

Originally published at chudi.dev I spent three months building a trading bot in production. Real money on the line. 4,000 lines of Python across 22 files. WebSocket feeds from Polymarket, Binance price data, Chainlink oracles, SQLite databases, and a systemd deployment pipeline. During those three months, I used Claude Code for 95% of the work. But I also tested Cursor and GitHub Copilot on ...

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9m read
DEV Community • 2026-04-10 23:53

I Built a 4,000-Line Production Trading Bot With Claude Code

Originally published at chudi.dev I finished Polyphemus in 6 weeks. It's a fully autonomous Polymarket trading bot. 4,000+ lines, Kelly Criterion position sizing, real money on the line. I couldn't have shipped it without Claude Code. I also wasted $340 in one month using it wrong before I figured out what actually works. This is not a "Claude Code tips" post. This is the case study of buildi...

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7m read
DEV Community • 2026-04-10 23:53

How I Built an Algorithmic Trading System With Python, AI, and Live Signals

Originally published at chudi.dev System Architecture Overview When I started building a trading bot, I expected the hard part to be the trading logic. It wasn't. The hard part was building a system that could run continuously for weeks without losing state, crashing silently, or entering impossible positions. A production trading bot needs five core modules that work together: ...

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10m read
DEV Community • 2026-04-10 23:52

Python Agents on DigitalOcean: Deploy in 5 Steps

Originally published at chudi.dev Disclosure: This post contains affiliate links to DigitalOcean. If you sign up through these links, I earn a commission at no extra cost to you, and you get $200 in free credits for 60 days. I ran my trading bot on a DigitalOcean Droplet before migrating to a specialized VPS for lower latency. I recommend DO for Python agents because I used it and it worked. ...

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11m read
DEV Community • 2026-04-10 23:51

Build AI Code Guardrails: Claude Hooks in 5 Steps

Originally published at chudi.dev I ran a secret scanner on every project for months before I realized Claude Code was writing .env files with real credentials baked in. Not because it was malicious. Just because the context had a key, and it needed a value. The fix took five minutes once I knew hooks existed. Claude Code hooks let you run any shell command automatically when tool events fir...

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8m read
DEV Community • 2026-04-10 23:50

How to Structure Content So AI Actually Cites Your URL (Technical Guide)

Originally published at chudi.dev AI answer engines do not extract content the same way Google indexes it. Getting cited requires specific structural patterns in your HTML, your schema markup, and even your sentence construction. This guide covers each pattern with implementation details. The core principle: AI systems scan your page top-down and extract the first clear, attributable claim th...

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Hacker News: Front Page • 2026-04-10 23:48

Italo Calvino: A Traveller in a World of Uncertainty

Article URL: https://www.historytoday.com/archive/portrait-author-historian/italo-calvino-traveller-world-uncertainty Comments URL: https://news.ycombinator.com/item?id=47725403 Points: 4 # Comments: 0

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1m read
DEV Community • 2026-04-10 23:45

🤖 Building a Private, Local WhatsApp AI Assistant with Node.js & Ollama

Hello, dev community! 👋 I’ve been working on a personal project lately: a WhatsApp AI Bot that actually keeps track of conversations. No more "forgetful" bots, and best of all: it runs entirely on my own hardware! 🧠💻 🛠️ The Tech Stack Runtime: Node.js 🟢 AI Engine: Ollama (Running Llama 3 / Mistral locally) 🦙 WhatsApp Interface: WPPConnect 📱 Database: SQLite for persistent conversation memory ...

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Product Hunt — The best new products, every day • 2026-04-10 23:44

aperture

hiring is broken. we're building the fix. Discussion | Link

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1m read
DEV Community • 2026-04-10 23:40

CSS Animation Validation - Detaylı Teknik Analiz Rehberi 2026

CSS Animasyonlarının Tarihçesi ve Gelişimi CSS animasyonları, web tasarımında kullanıcı deneyimini zenginleştiren ve etkileşimi artıran önemli bir araçtır. İlk olarak CSS1 standardıyla birlikte, 1996 yılında tanıtılan CSS stilleri, basit geçiş efektleri sunuyordu. 🔗 Devamını Oku 📌 Kaynak: ForumWeb.net - Web Geliştirme Topluluğu

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DEV Community • 2026-04-10 23:38

The Free AWS Risk, Compliance, FinOpS & Auditing Platform

1. The Need for Automated Cloud Governance Maintaining a secure and cost-effective AWS environment manually is virtually impossible as your infrastructure scales. By leveraging Sunbird Insyte, teams can instantly identify security vulnerabilities and FinOps optimisation targets through a unified dashboard. Let's break down how simple it is to run a comprehensive scan of your cloud infrastr...

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HackerNoon - programming • 2026-04-10 23:29

How ADHD and AI Work Together Better Than Any Productivity System I Tried

ADHD productivity apps failed me. AI worked because it holds context, reduces friction, and patches executive function gaps that static systems miss.Read All

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1m read
DEV Community • 2026-04-10 23:22

I Built an SEO API That Runs 14 Analysis Modules for $0.003 Per Call

Every time I needed to check a page's SEO, I ended up paying $100+/month for tools that gave me raw data and no clear direction. Semrush, Ahrefs, Screaming Frog -- they are built for agencies with budgets. As a developer, I just wanted an API I could call with a URL and get back a score, a list of what is broken, and what to fix first. So I built one. SEO Page Analyzer AI is a REST API that take...

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4m read
What is the difference between ETL and ETL?
DEV Community • 2026-04-10 23:21

What is the difference between ETL and ETL?

Overview In the data engineering lifecycle, various data integration processes are used to make sense of this data. In this article, we'll focus on the two popular approaches: ETL and ELT. But first, a few definitions: Data Ingestion: This is the process of moving data from source systems into storage or simply, data movement from point A to point B. Data Integration: This process c...

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11m read
DEV Community • 2026-04-10 23:21

Your Kubernetes backups are lying to you

Every Kubernetes backup tool says "Backup Completed." Velero, Kasten, TrilioVault, Portworx — they all do backup brilliantly. Green dashboards, successful cron jobs, S3 buckets filling up on schedule. But here's what nobody tells you: "Backup Completed" doesn't mean "Restore Works." The day I learned this the hard way I had Velero running in production for years. Every morning: backu...

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4m read
DEV Community • 2026-04-10 23:17

Why I’m finally open-sourcing my architectural work after 20 years building private enterprise systems

Hey everyone! 👋 I'm Samir, a Principal Software Architect and Tech Lead based in Casablanca, Morocco 🇲🇦. With over 20 years in software engineering (including 7 years as a Director of Operations), I've spent most of my career building private, enterprise-grade systems and internal client platforms. Recently, I've shifted into independent consulting and decided to start open-sourcing my architect...

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DEV Community • 2026-04-10 23:16

Dev log (day 0)

So, i may be a little lost in what to post here, but it seems to be a good idea to do it to practice my english writing, improve my documentation skills and be less ashamed of showing my progress "to the world". That's it, this is my first post, and i wish Caio from the future had a good learning doing this.

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