Applied AI
AI-Assisted Coding
GitHub Copilot, Cursor, Claude Code and using AI to write better code faster
Skills in this topic
3 skills — Sign in to track your progress

Medium · Machine Learning
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
How Much VRAM Do You Actually Need for Local AI in 2026?
The Biggest VRAM Buying Mistake AI Users Make—How to Avoid It, What Will Still Feel Fast Three Years From Now & The Best VRAM Size for AI… Continue reading on M

Medium · Data Science
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
How Much VRAM Do You Actually Need for Local AI in 2026?
The Biggest VRAM Buying Mistake AI Users Make—How to Avoid It, What Will Still Feel Fast Three Years From Now & The Best VRAM Size for AI… Continue reading on M
Medium · LLM
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
LAI #128: Developers Using AI Were 19% Slower. They Thought They Were 20% Faster.
The vibe coding perception gap, plus agent retry patterns, DeepSeek V4 internals, and stateful research agents Continue reading on Towards AI »

Medium · Deep Learning
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
I Shrank a YOLO Model by 10x and Deployed It on a $10 Chip — Here’s Everything I Learned
How knowledge distillation, TensorRT INT8 quantization, and a custom .kmodel conversion pipeline got 22 FPS out of a K230 embedded… Continue reading on Medium »
Daring Fireball
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
The AI-Driven Resurgence of Native Mac App Development
Jason Snell at Six Colors, looking ahead to WWDC next week: These days, I’m getting emails pitching me for an endless stream of new Mac apps. It’s quite remarka
Medium · LLM
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Prompt caching is the cheapest Claude optimization. Nobody measures it.
Pull up the last week of Anthropic API bills from any team shipping a Claude-powered product. Two out of three of them are paying for… Continue reading on Mediu
Medium · JavaScript
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
I Built a Modern AI Assistant Using HTML, CSS, and JavaScript
AI-powered applications are everywhere, but many tutorials focus only on connecting an API and displaying a response. Continue reading on Medium »

Medium · Python
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Sound, Given a Body
How I built a real-time music visualizer that doesn’t just react to the beat — it grooves with it. 127 million particles, a hidden strange… Continue reading on

Medium · LLM
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
I Built a Local AI System Inspector in Rust — and It Generates a PDF Report With No Cloud Required
A frustration with bloated monitoring tools turned into a clean CLI that uses a small local model to explain your own machine back to you. Continue reading on T

Medium · JavaScript
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
QDN : method vs property of type function in JS/TS class
Quick Developer Note : the difference between declaring a method and declaring a function as a property in a TypeScript or JavaScript class Continue reading on
Medium · Startup
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
I Spent Months Talking About AI Prototyping. I Was Solving the Wrong Problem.
This is what I wish someone had told me before I built my first one. Continue reading on Bootcamp »
Medium · Python
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
I Stopped Reading About AI and Started Building With It
The moment I realized tutorials were making me feel productive instead of making me productive Continue reading on CodeToDeploy »

Medium · Startup
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Copilot Becomes a Meter: What GitHub’s Token Billing Actually Changes
Most people who use AI tools do not think about what is going on inside the meter. You pay your $20 a month, you ask the model 4,000… Continue reading on Medium

Medium · Startup
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
The Token-Burn Paradox: Why AI Companies Need Bad Coders To Be Profitable
The Token-Burn Paradox: Bad engineers write vague prompts that spike AI bills, while elite coders are precise, flipping SaaS economics. Continue reading on Phil

Hackernoon
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Gen AI Didn’t Fix Enterprise Software’s Biggest Bottleneck
We optimised for code generation speed while the real bottleneck — cognitive overhead and knowing where to make changes — stayed completely untouched.

Medium · Python
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Bauhaus Poster Generator
Building a side project with Python & AI-assisted programming Continue reading on Medium »

Medium · Python
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
ContextSlice — Teaching AI Assistants to Read Code Like a Senior Developer
The problem nobody talks about Continue reading on Generative AI »

Medium · ChatGPT
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
27 Tricks to Level Up Claude Code in 16 Minutes
A practical breakdown of Nate Herk’s 27Claude Code hacks from beginner foundations to pro-level workflows. Continue reading on Medium »

Medium · Startup
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Most Developers Are Missing This Claude Code Opportunity
While everyone is using AI to write code faster, a small group is quietly building software companies with teams that don't exist. Continue reading on Medium »

Medium · LLM
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
How to Ship Production-Ready Apps Before Your AI Runs Out of Tokens
The greatest bottleneck in modern web development isn’t the AI’s ability to write code — it’s the human’s ability to steer it efficiently. Continue reading on M

Medium · UX Design
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Stop Correcting Your AI. Configure It Instead.
How to use instructions, skills, and evaluation loops to make Claude Code, Cursor, and Codex follow your workflow. Continue reading on Bootcamp »

Medium · DevOps
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
El 90% que falta entre “instalar Ollama” y correr IA en producción
Cada semana veo el mismo patrón: alguien publica un tutorial de 10 minutos donde instala Ollama, corre un modelo, le hace una pregunta y… Continue reading on Me

Medium · ChatGPT
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Utilizando de IA para desenvolvimento de aplicações
Como desenvolvedor de aplicações, tenho utilizado a IA para desenvolver aplicações e, para ser honesto, pelo uso que faço e tempo que… Continue reading on Mediu
Reddit r/webdev
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
CMU research study on spec-driven development — looking for open-source devs to interview (45-60 min, Zoom)
Hey everyone, I'm a researcher at Carnegie Mellon University conducting a research study on how developers are actually using spec-driven development (SDD) in p

Medium · Machine Learning
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Beyond Elo Scores: What 50,000 Human Evaluations Reveal About Why Modern TTS Models Still Lose
An analysis of Voice Arena’s pairwise evaluations across six languages reveals the recurring failure modes that continue to shape human… Continue reading on Med
TechRepublic
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Microsoft Unveils AI-Powered Windows Features for Developers
Microsoft’s Build 2026 Windows updates add developer setup tools, local AI models, Linux workflows, and agent security controls. The post Microsoft Unveils AI-P
Medium · Python
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
I Used to Copy-Paste Code Everywhere Until This Python Concept Clicked
For a long time, I thought I was becoming a better Python developer. Continue reading on Stackademic »

Medium · Machine Learning
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Why I Migrated My AI Image Pipeline From Replicate to Gemini (And What Broke)
One production bot, two providers, three different ways to lose a user’s face. A real migration breakdown: what pushed me, what fell apart… Continue reading on

Smashing Magazine
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
How To Make Your Design System AI-Ready
Practical guide on how to reduce drifts, minimize mistakes, maintain context, and improve the quality of AI-generated prototypes. Brought to you by Design Patte

Hackernoon
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
AI Is Writing More Code Than Ever. So, why is Software Quality Getting Worse?
AI coding tools are shipping code faster than ever, but defect rates are climbing because QA processes haven't caught up. Speed without a quality system doesn't

Medium · Data Science
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Prompt Engineering Is Dead:5 Layers of Context Engineering That Actually Work in Production
Most AI engineers are managing 1 of 5 layers in their context window. The other 4 are why their app keeps failing. Continue reading on Medium »

Medium · Machine Learning
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
How AI Can Help Authors: If It Is Actually Taught How to Articulate
The internet isn’t drowning in bad writing. It’s drowning in writing that sounds good but means nothing. It is synthetic cognition without… Continue reading on

Medium · Data Science
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
B.Tech in AI & ML at CMR University-Build the Skills That Define Tomorrow
Artificial Intelligence and Machine Learning are no longer future concepts-they are the engines driving every major industry today. From… Continue reading on Me

Medium · DevOps
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Beyond the Hype: Designing an AI‑Driven SDLC That Doesn’t Break Engineering Discipline
In my previous article, I laid out a strategic solution for a complex system design problem that Gemini threw at me to test my AI… Continue reading on Medium »
Reddit r/programming
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Beyond ICR: Incremental 'Suggesting' Read in Emacs
"This is the sixth post in my series on Emacs completion.... This one coins a term for a special case, Incremental Suggesting Read (ISR), where the candidate se

Medium · ChatGPT
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
The Future of Work: How ChatGPT and AI are Redefining Productivity
Artificial Intelligence is no longer a concept confined to science fiction; it has officially become a core driver of the modern freelance… Continue reading on
Reddit r/webdev
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
What does full-stack web development even mean with AI around these days?
So, what does full-stack web development even mean with AI around these days? I mean, if I say I'm a full-stack web developer, I should probably be handling the

Medium · Python
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
AI With Python 2026 (Part 2): Why Python Dominates AI Development
In Part 1 of this series, we answered one of the biggest questions in modern technology: Continue reading on Medium »

Medium · Python
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Automatic Location Detection and Map Injection in Browser-Based Geography Games \ worldguessr cheat
A Technical Deep-Dive into Network Interception, Recursive JSON Parsing, and JavaScript Runtime Hooking Using Python and Playwright Continue reading on Medium »

Medium · Python
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
I Used Cursor, Claude, and Traditional Coding for 3 Months Straight — The Brutal 2026 Truth
I rebuilt the same feature-rich internal tool using three different workflows. Here are the exact productivity numbers, quality… Continue reading on Artificial

Medium · LLM
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Building Flip-Teacher with Claude Code
A developer’s walkthrough of AI-assisted application development using an iterative specification-first workflow Continue reading on Medium »

Medium · Python
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
How I Built a Functional Python Application in Under 2 Hours Using an AI Pair-Programmer
I had zero app-building experience. A blank screen. And Claude sitting next to me like a senior developer who never gets tired of… Continue reading on Python in

Medium · DevOps
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
How I Got AI to Review Every Merge Request in 3 Minutes
Automated code reviews, drift detection, and failure diagnosis — all running in CI without any human intervention. Continue reading on Medium »

Medium · ChatGPT
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Lo que aprendí construyendo un blog de IA en España con 19 años
Llevo más de un mes construyendo IAProZone, un blog sobre inteligencia artificial en español, usando ChatGPT y Claude como herramientas… Continue reading on Med

Medium · LLM
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
From Static to Agentic: Building a Self-Correcting Code Refactoring AI
Introduction: The Mentorship Bottleneck in Developer Education Continue reading on Medium »
Medium · JavaScript
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Why Modern JavaScript Developers Are Switching to TypeScript
It’s not about syntax. It’s about surviving complexity without relying on memory. Continue reading on JavaScript in Plain English »

Medium · SEO
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Can AI Build Better Websites Than Developers?
Artificial Intelligence has transformed the way websites are created. With AI-powered website builders and coding assistants becoming more… Continue reading on

Medium · UX Design
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Demystifying AI for Designers: No Magic, Just Systems
Breaking down the illusion of intelligence — and what designers actually need to understand to build better AI-driven products Continue reading on Medium »
DeepCamp AI