Applied AI
AI-Assisted Coding
GitHub Copilot, Cursor, Claude Code and using AI to write better code faster
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Medium · Programming
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
The Contractor Paradox: Does Programmer Intelligence Still Matter
As AI absorbs the act of writing code, the real question is not whether machines can build the house — it is whether anyone still knows… Continue reading on Med
Dev.to AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
Python Developer AI Toolkit, Part 2: Five CLI scripts that automate the prompts
Part 1 of this series covered the prompt library — 272 prompts for Python and backend development organized by task type. This is Part 2: the five CLI scripts t
Dev.to AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
Vibe Coding vs a Senior Dev: 5 Prompts, One App Clone
There's a video on YouTube where a vibe coder and a senior iOS developer - ten years of experience - both try to clone Granola, a $250M AI meeting notetaker, us

Medium · AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
Build an optimize-code Command for Claude Code
Stop guessing at bottlenecks. Start fixing the ones that actually matter. Here’s how to build a Claude Code slash command that profiles… Continue reading on Med

Medium · Programming
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
Build a Modern Palindrome Checker App with Python and Tkinter
Ever wanted to check if a text, multiple lines, or even entire files are palindromes? In this tutorial, I’ll show you how to build… Continue reading on Medium »

Medium · Programming
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
5 Claude Prompts That Saved Me Hours of Debugging
The ones I actually use when something is broken and I have no idea why. Continue reading on Medium »

Medium · Programming
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
What 6 Months of Breaking My Own Python Code Taught Me
Breaking fragile scripts taught me more about Python automation than months of writing clean tutorial code. Continue reading on Stackademic »
Dev.to AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
How I Used Groq and PyMuPDF to Make an AI-Powered Quiz Maker from PDFs
Why I Made This Every student has felt this way: it's late, you have a lot of reading to do, and you have an exam tomorrow. You read it once or twice, but you'r

Medium · AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
How Much of Today’s Software Is Written by AI?
TL;DR: Around 30% of code at Microsoft and Google is now AI-generated. Stack Overflow 2024 data shows 62% of developers use AI tools daily… Continue reading on

Medium · Programming
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
By 2027, There Will Be Two Types of Developers: AI Users and The Unemployed. Choose Now.
I spent $2,400 testing every AI coding tool in 2025. Only 2 survived. Here’s why the developers ignoring this will be unemployable in 18… Continue reading on En

Medium · Programming
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
I Spent $2,400 on AI Coding Tools in 2025. Only 2 Were Worth It. Here’s the Real ROI.
Tested every AI coding tool for 12 months. Paid for all of them simultaneously. Continue reading on Stackademic »
Dev.to AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
How to build a Claude AI rate limiter that saves you from surprise bills
How to build a Claude AI rate limiter that saves you from surprise bills If you're running a Claude-powered app and paying per token, you already know the anxie

Medium · AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
Core Development — React, Architektur und die Frage, die AI nicht beantworten kann
Teil 2 der Serie „The AI-Native Frontend Developer” Continue reading on Medium »

Medium · Programming
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
Core Development — React, Architektur und die Frage, die AI nicht beantworten kann
Teil 2 der Serie „The AI-Native Frontend Developer” Continue reading on Medium »
Medium · AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
I Was Skeptical of AI as an iOS Engineer. A React Native Bug Changed My Mind.
An honest account of where AI genuinely changed how I work — and where I still won’t let it near my code Continue reading on Medium »
Dev.to AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
the next software stack needs more than code generation
Most people in software are staring at the wrong milestone. Models write API handlers, unit tests, and migrations fast enough that typing isn't the limiting fac

Medium · AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
I Caught GitHub Copilot Lying to Me — Here’s How I Proved It
And how one tool fixed it in under 60 seconds. Grab a coffee, this one’s good. Continue reading on Simform Engineering »

Medium · AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
35 Claude Code Commands, Tricks, and Workflows That Actually Matter
I’ve been building with Claude Code daily — automating real client workflows, shipping AI systems, debugging production code at odd hours… Continue reading on M

Medium · Programming
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
35 Claude Code Commands, Tricks, and Workflows That Actually Matter
I’ve been building with Claude Code daily — automating real client workflows, shipping AI systems, debugging production code at odd hours… Continue reading on M
Dev.to AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
Stop Hitting Rate Limits: The Ultimate Antigravity & OpenCode Workflow for 10x Developers
We've all been there. You're completely in the zone, building out an impressive new feature with Antigravity, and then— bam —you hit a rate limit. Suddenly, you
Dev.to AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
Gemini 3.1 Flash TTS for Next.js: ship voice UX in 15 min (2026)
Originally published on NextFuture What's new this week On April 15, 2026, Google shipped Gemini 3.1 Flash TTS as a public preview on AI Studio and Vertex AI. T

Medium · Programming
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
AI Isn’t Bad at Coding — It’s Bad at Guessing What You Mean
There’s still a lingering feeling right now that AI isn’t quite good enough yet. Continue reading on Medium »
Dev.to AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
4 JavaScript Frameworks Powering the Generative AI Revolution (and How to Choose)
For a long time, Generative AI was a Python story. If you wanted to build with LLMs, you used Python. Period. But things have changed. The JavaScript and TypeSc
Medium · AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
How to Vibe Code Better
Vibecoding Takes a Minute to Learn, a Lifetime to Master Continue reading on Medium »
Medium · Programming
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
How to Vibe Code Better
Vibecoding Takes a Minute to Learn, a Lifetime to Master Continue reading on Medium »
Dev.to AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
Stop writing review prompts. Define them once in YAML — how I built Revvy for team code review
AI writes the code. Who reviews it? In my day job I work on firmware for smart energy meters — the kind of code where a buffer overflow isn't just a crash, it's
Towards Data Science
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
How to Call Rust from Python
A guide to bridging the gap between ease of use and raw performance. The post How to Call Rust from Python appeared first on Towards Data Science .
Dev.to AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
I replaced my boilerplate's setup wizard with a prompt
When someone clones a SaaS boilerplate, they spend the next 3 hours clicking through provider dashboards, dropping env vars into .env, and debugging why pnpm de

Medium · AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
Every AI Coding Tool Has Been Hacked. Yes, All of Them.
In the past twelve months, security researchers have found serious flaws in virtually every AI coding tool on the market. Claude Code… Continue reading on Mediu
Dev.to AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
“The Upsurge of AI Copilots: Should Engineers Execute Little & Produce More Content?”
Table of Contents: Introduction What exactly is an AI Assistant? The Industrial Renaissance Are devs programming less efficiently? Discovering Imagination Anoth
Dev.to AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
7 Free AI Coding Tools Worth Adding to Your Development Workflow
The AI coding tool landscape has expanded quickly. Most developers know about the major offerings, but fewer have a clear sense of what each one is actually bes
Dev.to AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
How to Structure Your Prompts for AI Coding Assistants When Building Complex Features
AI coding assistants perform well on small, bounded tasks. Ask for a utility function with clear inputs and outputs, and you will usually get something close to
Medium · AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
Origin Solo: Free AI Coding Analytics for Individual Developers
I noticed something weird in my own workflow: I was using AI coding tools constantly, but had almost no idea which one was actually… Continue reading on Medium
Dev.to AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
From Static Photos to Smart Workflows: AI for Handyman Quote Automation
Tired of driving across town just to give a quote? For handymen, the initial site visit is a major time-sink. You lose hours estimating jobs that may never book
Dev.to AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
CLAUDE.md: The File That Makes Every Claude Code Session Instantly Context-Aware
CLAUDE.md: The File That Makes Every Claude Code Session Instantly Context-Aware Every time you start a new Claude Code session, you start from zero. Claude doe
Medium · AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
The Complete Claude Code Guide: CLAUDE.md, MCP, Models & More
A deep-dive reference for developers who want to go from “AI-assisted coding” to genuinely agentic engineering. Everything in this article… Continue reading on

Medium · AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
10 Lethal Mistakes React Developers Must Avoid in the 2026 AI Era
The “Junior” developer of 2026 is an AI. To stay relevant as a human engineer, you have to stop making the mistakes that a machine makes… Continue reading on Me

Medium · AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
Why Your AI Investment Is Currently Rotting in a Queue
AI Is Coding at 2026 Speeds, but Your Governance Is Stuck in 2019. Here Is Why Faster Code Isn’t Creating Faster Value. Continue reading on Medium »

Medium · AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
The Dark Side of the “Vibe”: Why AI‑Generated Code Is a Security Time Bomb
We are shipping faster than ever and increasingly shipping systems that are insecure by design. Continue reading on Medium »
Medium · Programming
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
5 Enum Patterns in Python That Most Developers Never Use
You’re probably still using Enums like glorified constants. Here’s what you’re missing. Continue reading on The Python Dispatch »
Dev.to AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
We Ran 52 AI Coding Benchmarks. Here's Every Uncomfortable Thing We Found.
TL;DR: The biggest variable in AI-assisted development isn't the model, the tool, or parallelism. It's what you write before the AI starts. A structured brief (
Dev.to AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
From Notepad to Neural Network: The Brutal Truth About My 2-Year Journey Building a Knowledge Management System
From Notepad to Neural Network: The Brutal Truth About My 2-Year Journey Building a Knowledge Management System Honestly, when I first started building my knowl

Medium · Programming
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
Vibe Coding Is Not Development. Here Is Why That Matters More Than You Think.
Last month I got on a call with a potential client. He was excited. He had built an app using AI prompts over a weekend. He screen-shared… Continue reading on B
Dev.to AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
I built a Claude Code plugin that refuses to agree with me
I typed this into Claude Code the other day: ❯ claude code is better than codex ⏺ Noted. No pushback. No "on what metric?" Just a polite nod. That's the bug. Cl
Dev.to AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
Two months, one engineer, one production B2B marketplace — what AI-directed full-stack actually looks like
I shipped a production B2B marketplace for the Russian HVAC industry — wentmarket.ru — alone, in two months, end to end. Not an MVP. Full commerce, seven extern
Dev.to AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
I built a tool to find out if I was actually getting better at Claude Code
I've been using Claude Code daily for months. At some point I noticed I was fast — but fast at the same three or four patterns. I'd write a detailed prompt, rev
Dev.to AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
Stable Video Infinity: Generating Infinite-Length Videos with Error Recycling
Stable Video Infinity: Generating Infinite-Length Videos with Error Recycling In the rapidly evolving landscape of AI-powered content generation, the ability to
Dev.to AI
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
Reading list (29th March to April 20th)
These are the current online posts that I enjoyed reading and made me think. AI Great video that provides an essential overview of how to build with AI (in this
DeepCamp AI