Applied AI

AI-Assisted Coding

GitHub Copilot, Cursor, Claude Code and using AI to write better code faster

13,460
lessons
Skills in this topic
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AI Pair Programming
beginner
Use inline completions and chat in Cursor/VS Code
AI-Assisted Code Review
intermediate
Generate unit tests with AI
Agentic Coding
advanced
Direct Claude Code agents on multi-file tasks
All Reads (9,480) Articles (1992)Blog Posts (4835)Tutorials (1947)Research Papers (411)News (295)
I Built the Same AI Project in Python, JavaScript, and Rust — Here’s the Difference
Medium · JavaScript 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
I Built the Same AI Project in Python, JavaScript, and Rust — Here’s the Difference
Three Languages. One AI System. Three Completely Different Futures. Continue reading on Medium »
I Let AI Run My Backend for a Month Here’s What Broke First
Medium · DevOps 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
I Let AI Run My Backend for a Month Here’s What Broke First
The experiment sounded smart. The failures were smarter. Continue reading on Medium »
Fix AI Context Rot: Markdown for AI Agents
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Fix AI Context Rot: Markdown for AI Agents
AI coding agents work better with scoped, modular context instead of giant, never-ending conversations. Continue reading on Medium »
OBAN-HILA: A Hardware-Efficient, Information-Leaking Activation Function for Deep Neural Networks
Medium · Deep Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
OBAN-HILA: A Hardware-Efficient, Information-Leaking Activation Function for Deep Neural Networks
A mean-shift-controlled, hard-gated, gradient-preserving alternative to ReLU, GELU, SiLU, and Mish. Continue reading on Medium »
The 2026 SDET Roadmap: Skills That Still Matter When AI Writes Code
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
The 2026 SDET Roadmap: Skills That Still Matter When AI Writes Code
The SDET roadmap in 2026 is not a list of tools; it is a map of evidence. Stack Overflow’s 2025 survey reports 84% of respondents using or… Continue reading on
Building an AI-Powered Cake Shop Assistant with FastAPI + LangChain — Day 1
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Building an AI-Powered Cake Shop Assistant with FastAPI + LangChain — Day 1
Exploring AI-Powered Conversational Systems for Automated Customer Engagement in Cake Shop Websites Continue reading on Medium »
Which Coding Language Works Best with AI Tools?
Medium · JavaScript 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Which Coding Language Works Best with AI Tools?
The Biggest Programming Shift Since the Internet Has Already Started Continue reading on Medium »
How I Use Cursor + Claude to Ship React Code 3x Faster
Medium · JavaScript 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
How I Use Cursor + Claude to Ship React Code 3x Faster
I’m Safdar Ali. I build React and Next.js for a living — frontend at Cube, client work on the side, and this portfolio you’re reading on… Continue reading on Me
Building CareerAI — Day 1: Monorepo Foundation & Production-Grade Setup
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Building CareerAI — Day 1: Monorepo Foundation & Production-Grade Setup
Job hunting in 2026 is brutal. You spend hours customizing resumes for each job posting, writing templated cover letters, tracking… Continue reading on Medium »
I Tested the Top AI Models for DevOps Work — Here’s What Actually Matters in 2026
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
I Tested the Top AI Models for DevOps Work — Here’s What Actually Matters in 2026
AI for DevOps has officially moved past the “can it write a bash script?” phase. Continue reading on AegisOps »
How Learning to Code Improved My Patience
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
How Learning to Code Improved My Patience
The frustrating habit that Python quietly fixed over four years of debugging, rebuilding, and starting over Continue reading on CodeToDeploy »
Why My Personal Portfolio Was the Best Project I Ever Built
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Why My Personal Portfolio Was the Best Project I Ever Built
I Thought I Was Building a Website — I Ended Up Building a Self-Maintaining Engineering System Continue reading on Artificial Intelligence in Plain English »
Apparently Researchers Are Astonished That AI Cracked An 80-year-old Mathematics Challenge
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Apparently Researchers Are Astonished That AI Cracked An 80-year-old Mathematics Challenge
The late Hungarian mathematician Paul Erdős thought he had the last word on a geometry problem. Now an OpenAI chatbot has proved him wrong. Continue reading on
Simple Python Tips That Make Code Cleaner
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Simple Python Tips That Make Code Cleaner
Python is one of the most beginner-friendly programming languages, but writing working code and writing clean code are two different… Continue reading on Medium
InfoQ AI/ML 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
AWS MCP Server Reaches GA with Full API Coverage and IAM-Based Governance
AWS has recently made its managed Model Context Protocol (MCP) server generally available, giving AI coding agents controlled access to AWS APIs, documentation,
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Streaming AI Responses Without Destroying Your React State
Token-by-token streaming sounds cool until your UI starts flickering, your state goes out of sync, and a user clicks “stop” and nothing… Continue reading on Med
I Tried Learning AI Without Math — Here’s the Truth
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
I Tried Learning AI Without Math — Here’s the Truth
Can you learn AI without strong math skills? I tried starting AI as a frontend developer without deep math knowledge. Here’s the honest… Continue reading on Med
Google Just Changed Video Editing Forever — Meet Gemini Omni
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Google Just Changed Video Editing Forever — Meet Gemini Omni
The AI creative stack is finally complete. And it starts with a video. Continue reading on Medium »
Netflix VOID, part 1: first contact
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Netflix VOID, part 1: first contact
Tested Netflix VOID — a new open-source video cleanup AI model built on CogVideoX. Released April 2026 under Apache 2.0. Continue reading on Medium »
The Best Engineers Have Stopped Writing Code
Medium · Startup 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
The Best Engineers Have Stopped Writing Code
When the creator of Claude Code calls coding “solved,” the real question isn’t about your job; it’s about your identity. Continue reading on Medium »
“Why Others Understand What You Don’t”
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
“Why Others Understand What You Don’t”
“Why is it that some people can instantly understand something… while you can’t? And what if there was a way for you to understand it too?” Continue reading on
Part 2 of “Executor Leasing in Async Python”
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Part 2 of “Executor Leasing in Async Python”
If you haven’t read part 1 of this series, here is the link: Continue reading on Medium »
Claude vs Codex: What I Actually Learned Spending $10K on Both
Medium · Startup 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Claude vs Codex: What I Actually Learned Spending $10K on Both
After spending over $10K running autonomous coding workflows, I realized the real bottleneck isn’t model intelligence — it’s… Continue reading on Medium »
I Added AI to My Angular App — Here’s What Actually Happened
Medium · JavaScript 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
I Added AI to My Angular App — Here’s What Actually Happened
How AI helped me reduce repetitive coding, clean messy Angular components, and rethink my entire frontend workflow. Continue reading on CodeToDeploy »
The Ghost in the Machine: Programming Analog Warmth and Timbre Control in Generative Audio
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
The Ghost in the Machine: Programming Analog Warmth and Timbre Control in Generative Audio
How to bypass sterile digital outputs and use text-based acoustic texturing to simulate vintage tape saturation and tube warmth in AI… Continue reading on Mediu
AI Is Not Just Accelerating Software. It Is Changing What Software Can Become.
Medium · UX Design 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
AI Is Not Just Accelerating Software. It Is Changing What Software Can Become.
Over the past few weeks, I’ve continued building Legea Unului, a bilingual editorial platform centered around The Law of One, using an… Continue reading on Medi
What Is Important When It Comes to the “Inosculation” of AI with Software Engineering?
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
What Is Important When It Comes to the “Inosculation” of AI with Software Engineering?
What follows is a synthesis of the current landscape: an unpacking of what has transpired, what is presently unfolding, and what soon may… Continue reading on M
What 49 Vibe-Coded GitHub Projects Revealed About AI Code Duplication
Hackernoon 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
What 49 Vibe-Coded GitHub Projects Revealed About AI Code Duplication
I ran jscpd against 49 vibe-coded GitHub projects looking for code duplication patterns. Average duplication: 7.98% (above the 3-5% industry benchmark). But the
Harness Design — a disciplina que vai redefinir o design de produto
Medium · UX Design 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Harness Design — a disciplina que vai redefinir o design de produto
Muitas empresas com áreas de design de produto estão buscando usar a inteligência artificial para acelerar o trabalho. E a gente sabe que… Continue reading on M
I Tested Google Antigravity vs Cursor vs Claude Code on Real Python Projects.
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
I Tested Google Antigravity vs Cursor vs Claude Code on Real Python Projects.
I expected one clear winner after testing all three tools. But that is not what happened. Here’s what I learned instead. Continue reading on Medium »
OpenAI Codex 101: How It Actually Works (No Coding Experience Needed)
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
OpenAI Codex 101: How It Actually Works (No Coding Experience Needed)
Coding Without Coding Continue reading on No Time »
The Battle Between Python, Rust, and Go for the AI Future
Medium · Deep Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
The Battle Between Python, Rust, and Go for the AI Future
Three Languages. One Future. Millions of Developers Watching. Continue reading on Medium »
Prompt Engineering Is Over. Prompt Systems Are the New Skill.
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Prompt Engineering Is Over. Prompt Systems Are the New Skill.
The next AI advantage will not come from writing clever prompts. It will come from building repeatable workflows that make AI useful more… Continue reading on M
The Real Reason Your Coding Skills Feel Stuck
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
The Real Reason Your Coding Skills Feel Stuck
From Tutorial Zombie to Real Builder Continue reading on Stackademic »
The Biggest Lie Beginners Hear About Coding
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
The Biggest Lie Beginners Hear About Coding
The truth nobody tells you before you spend months “learning” code but, I will. Continue reading on Stackademic »
AI Can Write Code. It Still Can’t Understand Systems.
Medium · DevOps 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
AI Can Write Code. It Still Can’t Understand Systems.
Why context — not code — is becoming the real bottleneck in modern software engineering. Continue reading on Workspai »
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Telling AI how to write code isn’t enough
Arch tests and static analysis as the deterministic feedback loop for a codebase where most new code is being generated by an LLM. Continue reading on Medium »
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
30 Brutal Truths Every AI/ML Engineer Must Know
Nobody tells you these in a course. The field teaches them the hard way. Here they are — plainly, honestly, all at once. Continue reading on Medium »
Medium · NLP 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
30 Brutal Truths Every AI/ML Engineer Must Know
Nobody tells you these in a course. The field teaches them the hard way. Here they are — plainly, honestly, all at once. Continue reading on Medium »
Accelerate Your AI Workloads: The Right Way to Install NVIDIA CUDA on Ubuntu 24.04
Medium · DevOps 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Accelerate Your AI Workloads: The Right Way to Install NVIDIA CUDA on Ubuntu 24.04
The demand for dedicated GPU servers is skyrocketing, driven by the explosive growth of Large Language Models (LLMs) and advanced deep… Continue reading on Medi
The 6-Layer Suno AI Prompt Formula That Changed Everything
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
The 6-Layer Suno AI Prompt Formula That Changed Everything
Why a simple prompt structure can turn generic AI music into something that actually feels intentional Continue reading on Medium »
How to Build an AI-Powered Learning Companion: A Developer’s Perspective
Introduction In the era of…
Medium · JavaScript 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
How to Build an AI-Powered Learning Companion: A Developer’s Perspective Introduction In the era of…
The Vision The goal was simple yet challenging: create a tool that doesn’t just provide answers but guides the user through the logical… Continue reading on Med
You’re Not a Developer Anymore. You’re a Prompt Dispatcher.
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
You’re Not a Developer Anymore. You’re a Prompt Dispatcher.
And that’s a bigger problem than you think. Continue reading on Medium »
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Stop Copy Pasting Code: How to Move From ChatGPT to Claude Code
You ask ChatGPT for code. It gives you a block. You copy it, paste it into your editor, run it, hit an error, paste the error back, get a… Continue reading on C
Your Code Will Fail Successfully: The Hidden Trap of Asking AI for Unit Tests
Medium · DevOps 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Your Code Will Fail Successfully: The Hidden Trap of Asking AI for Unit Tests
There’s a new anti-pattern quietly spreading across software teams, startups, side projects, and even enterprise environments. It looks… Continue reading on Med
My Python App Now Has an AI Watchdog. Here Is How I Built It.
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
My Python App Now Has an AI Watchdog. Here Is How I Built It.
Free article link for everyone (no Medium membership needed): Continue reading on Medium »
✂️ Stop Sending Your Entire Codebase to the AI
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
✂️ Stop Sending Your Entire Codebase to the AI
Your AI does not need emotional access to your whole repository.  Continue reading on Medium »
O Futuro da Engenharia de Software Não é Vibecoding
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
O Futuro da Engenharia de Software Não é Vibecoding
“Vibecoding” é a versão moderna de codar olhando pra parede esperando inspiração chegar. Só que agora a parede responde. Continue reading on Medium »