Applied AI

AI-Assisted Coding

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

12,961
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 (8,997) Articles (1862)Blog Posts (4602)Tutorials (1853)Research Papers (396)News (284)
Apple Intelligence vs OpenAI APIs: Which Should Power Your Next iOS App?
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 5d ago
Apple Intelligence vs OpenAI APIs: Which Should Power Your Next iOS App?
On-device magic vs. cloud-scale power — here’s how to pick the right AI stack for your next iOS 26 app. Continue reading on Medium »
The Hidden Liability Behind AI-Assisted Coding
Hackernoon 💻 AI-Assisted Coding ⚡ AI Lesson 5d ago
The Hidden Liability Behind AI-Assisted Coding
The backlash against vibe coding is justified, just that the reasoning for it isn’t. Here’s the actual case against vibe coding no one is making.
TypeScript Methods Every Developer Should Know (But Not Everyone Does)
Medium · JavaScript 💻 AI-Assisted Coding ⚡ AI Lesson 5d ago
TypeScript Methods Every Developer Should Know (But Not Everyone Does)
TypeScript builds on JavaScript’s runtime methods and adds its own compile-time utilities. Most developers know the basics — map, filter… Continue reading on We
Write Loops, Not Prompts
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 5d ago
Write Loops, Not Prompts
Today, most developers use AI like a chat tool by typing a prompt, waiting for the model to write the code, and pasting it into an editor… Continue reading on M
12 ChatGPT Prompts That Save Me Hours of Coding
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 5d ago
12 ChatGPT Prompts That Save Me Hours of Coding
ChatGPT does not save serious developers time by magically writing perfect code. It saves time when you use it to slow down your bad… Continue reading on Skill
I Built a Python Script That Reads My Invoices and Files Them For Me. Here Is the Code.
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 5d ago
I Built a Python Script That Reads My Invoices and Files Them For Me. Here Is the Code.
Stop manually renaming PDFs. This local AI reads vendor names and dates from invoices, then sorts them automatically — zero cloud APIs… Continue reading on Medi
From Prompt to Headset: How I Built My Second VR Game with Claude
Medium · UX Design 💻 AI-Assisted Coding ⚡ AI Lesson 6d ago
From Prompt to Headset: How I Built My Second VR Game with Claude
After having relative success creating my first VR application, I thought: why not create a second one? So, keeping some components from… Continue reading on Me
Medium · Startup 💻 AI-Assisted Coding ⚡ AI Lesson 6d ago
Eu Auditei um SaaS Feito com Vibe Coding — As Falhas de Segurança Eram Assustadoras
Vibe coding é viciante. Você descreve o que quer em linguagem natural, e em minutos a IA te entrega uma aplicação funcionando — fluxo de… Continue reading on Me
How AI Is Changing Software Development (2023–2026)
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 6d ago
How AI Is Changing Software Development (2023–2026)
A few years ago, writing code felt like a very manual job. You opened your editor, typed everything yourself, searched Stack Overflow for… Continue reading on M
What Are Code Graphs, and Why Do AI Coding Tools Need Them?
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 6d ago
What Are Code Graphs, and Why Do AI Coding Tools Need Them?
Hello, I’m Lince. I’m building git-lrc, an AI code reviewer that runs on every commit. Star us to help devs discover the project. Do give… Continue reading on M
Building an AI-Powered UI Test Automation Platform
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 6d ago
Building an AI-Powered UI Test Automation Platform
Part 1 — I Got Tired of Writing the Same UI Tests Over and Over Continue reading on Medium »
I Hate AI, so I Built a Compiler
Hackernoon 💻 AI-Assisted Coding ⚡ AI Lesson 6d ago
I Hate AI, so I Built a Compiler
I burned 1.5 billion AI tokens ($2,000) in one month, generated and deleted 65,000 lines of code, then spent 48 hours learning C++ from scratch to build a compi
HIP: use hipBLAS for dense prefill on gfx900, keep MMQ for MoE by DEV-DUFORD · Pull Request #24588 · ggml-org/llama.cpp
Reddit r/LocalLLaMA 💻 AI-Assisted Coding ⚡ AI Lesson 6d ago
HIP: use hipBLAS for dense prefill on gfx900, keep MMQ for MoE by DEV-DUFORD · Pull Request #24588 · ggml-org/llama.cpp
<img src="https://external-preview.redd.it/nTjwPmqvwUQbahV-P6ENHiP5xtXF4H7yryIEeXDYh2g.png?width=640&crop=smart&auto=webp&s=f2ac808f9e89e04e0c5c8528
AI Coding Agents Need a Control Plane, Not Better Prompts
Medium · DevOps 💻 AI-Assisted Coding ⚡ AI Lesson 6d ago
AI Coding Agents Need a Control Plane, Not Better Prompts
SpecRegistry is an open-source attempt to make Markdown specs governable, signed, observable, and usable by humans, CI/CD, and autonomous… Continue reading on M
AWS Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 6d ago
How Outpost VFX Uses AWS to Accelerate AI Model Training for Visual Effects
In this post, we explore how Outpost VFX achieved 8x faster training speeds using AWS infrastructure to transform their face replacement workflow, the technical
Medium · Deep Learning 💻 AI-Assisted Coding ⚡ AI Lesson 6d ago
The AI Engineer Interview Playbook for 2026
Focus on these 20% of topics and get 80% of the results — the exact playbook top candidates are using in 2026. Continue reading on Javarevisited »
The Algorithm of Human Judgment
Medium · Deep Learning 💻 AI-Assisted Coding ⚡ AI Lesson 6d ago
The Algorithm of Human Judgment
I’ve always been fascinated by human behavior, especially in the everyday moments most people move through without thinking too much about… Continue reading on
Reddit r/LocalLLaMA 💻 AI-Assisted Coding ⚡ AI Lesson 6d ago
TurboOCR v3 — high-speed document OCR server (C++/CUDA), ~520 img/s on RTX 5090
TurboOCR is a self-hosted, high-speed document OCR server, runs fully local. Here's What's New in v3: Speed: Full pipeline now on the newest PP-OCRv6 models (up
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 6d ago
AI Can Write Code. So Why Are People Still Learning It?
A few years ago, learning to code felt like learning a superpower. Continue reading on Medium »
Rethinking Developer Productivity In The Age Of AI-Native Engineering
Forbes Innovation 💻 AI-Assisted Coding ⚡ AI Lesson 6d ago
Rethinking Developer Productivity In The Age Of AI-Native Engineering
AI-native development is changing how engineering teams create value. Here's why traditional productivity frameworks are no longer enough, what new metrics lead
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 6d ago
Applied AI and Machine Learning
Lets address the most relevant question in world of AI these days. The difference between Applied AI and Machine Learning. Continue reading on Medium »
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 6d ago
Flask to FastAPI: Every Decision I Made Building My First AI-Ready Backend.
Saying I’m a backend developer sounded too broad, so i decided to specialize and niche down to AI Integration Engineering. I’ve been on… Continue reading on Med
Codex Is Famous for Code. But That’s Not the Whole Story.
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 6d ago
Codex Is Famous for Code. But That’s Not the Whole Story.
The first time I heard about Codex, I did what I think most non-engineers do. Continue reading on Medium »
Why HTML, CSS, and JavaScript still matter even with AI copilots
Medium · JavaScript 💻 AI-Assisted Coding ⚡ AI Lesson 6d ago
Why HTML, CSS, and JavaScript still matter even with AI copilots
I’ve seen many shifts in my 15+ years in this industry, and the rise of AI coding assistants is definitely one of the biggest. The… Continue reading on Medium »
AI Didn't Kill Developers. It Made Fake Development Cheap.
Hackernoon 💻 AI-Assisted Coding ⚡ AI Lesson 6d ago
AI Didn't Kill Developers. It Made Fake Development Cheap.
AI didn’t kill developers — it made fake development look professional. Beautiful demos are everywhere, but real architecture, security, and scalability are oft
Vibe Computing: The Moment We Stop Operating Computers
Medium · Data Science 💻 AI-Assisted Coding ⚡ AI Lesson 6d ago
Vibe Computing: The Moment We Stop Operating Computers
For most of my life, using a computer meant learning how the computer wanted to be used. Continue reading on Write A Catalyst »
Visualizing the Invisible: Simulating a Quantum Spin Liquid in py5
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 6d ago
Visualizing the Invisible: Simulating a Quantum Spin Liquid in py5
“Quantum Spin Liquid Entanglement” is a generative media art piece that peers into one of the most mysterious states of matter in… Continue reading on Medium »
Spec-Driven Development with Claude Code
Medium · JavaScript 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Spec-Driven Development with Claude Code
This article introduces Spec-Driven Development and provides a hands-on experience building real projects with SDD and Claude Code. Continue reading on Medium »
The Secret to Better AI Assets Isn’t Better Prompts, It’s Better Context
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
The Secret to Better AI Assets Isn’t Better Prompts, It’s Better Context
When people see AI-generated visuals in my work, one of the first questions they ask is: Continue reading on Medium »
Coding on Principle: Toolmaking Is the Most Effective Way of Learning
Medium · JavaScript 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Coding on Principle: Toolmaking Is the Most Effective Way of Learning
This is the script for my ITP 2026 thesis presentation. Continue reading on Medium »
Your AI Portraits Look Fake Because of This One Prompting Mistake (And Here’s How to Fix It)
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Your AI Portraits Look Fake Because of This One Prompting Mistake (And Here’s How to Fix It)
From professional headshots to cinematic film stills — the complete prompt system for realistic AI portrait generation, built for GPT… Continue reading on AI Mi
A Practical Guide to EfficientNet with Python Examples
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
A Practical Guide to EfficientNet with Python Examples
Deep learning models have become increasingly powerful over the years. Researchers often improved performance by making networks: Continue reading on AI Mind »
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Disposable Software: When Maintaining Code Costs More Than Rebuilding It
For decades we’ve treated software as something to own. I think AI may turn it into something we consume. Continue reading on Medium »
You’re Not Pair Programming Anymore. You’re Managing
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
You’re Not Pair Programming Anymore. You’re Managing
AI Coding Agents Are Not Autocomplete Anymore, they Are Junior Developers, and you’re managing them. Continue reading on Medium »
Build Your Own Local AI Coding Agent with Ollama, Continue & MCP
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Build Your Own Local AI Coding Agent with Ollama, Continue & MCP
Build a private AI coding assistant with Ollama, Continue, MCP, and real-world workstation benchmarks. Continue reading on Medium »
Reddit r/deeplearning 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Check out my CNN Inference Accelerator in Verilog!
This accelerator is scalable by a synthesis time parameter meaning it can generate for CNN models of different sizes. Plus it has a software (keras-python) back
Quest #1 — hello-robot
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Quest #1 — hello-robot
Ceritanya gue mau bikin robot yang bisa jalan-jalan pake library Python—pygame. Tapi tujuan dari quest #1 ini belum sejauh itu untuk… Continue reading on Medium
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Understanding Object-Oriented Programming (OOP) in Python
As I continued learning Python, I was surprised to discover that Python also supports Object-Oriented Programming (OOP). Before studying… Continue reading on Me
How to Build a Random ASCII Dungeon in Python
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
How to Build a Random ASCII Dungeon in Python
Every roguelike you have ever played, from Rogue itself to modern hits like Hades and Dead Cells, starts with the same magic trick: a… Continue reading on Stack
AI Didn’t Break Education. It Exposed It.
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
AI Didn’t Break Education. It Exposed It.
The machines didn’t invent the problem. They simply became exceptionally good at playing the game we’d created. Continue reading on Medium »
How I Got My First Top-Tier AI Conference Paper Accepted as a PhD Student
Medium · Deep Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
How I Got My First Top-Tier AI Conference Paper Accepted as a PhD Student
The honest story behind my first top-tier AI conference paper — from failed experiments and endless revisions to the moment everything… Continue reading on Towa
5 AI Coding Subscription Plans That Give Developers the Best Value
KDnuggets 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
5 AI Coding Subscription Plans That Give Developers the Best Value
This is an opinion-based look at the AI coding subscription plans that I think give developers the best value for their money, from token and usage-based plans
Vibecoding example: I set out to build a search bar and ended up with an epic copilot
Medium · RAG 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Vibecoding example: I set out to build a search bar and ended up with an epic copilot
This one’s more technical than my usual writeups. It starts with something I’ve wanted for years -a global search on keepsimple.io that… Continue reading on Boo
Internship in UK
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Internship in UK
I was going to England for an internship. The internship was going to last one month and it was about computer engineering, and I was… Continue reading on Mediu
The Enterprise Guide to Evaluating AI Code Quality Platforms
Hackernoon 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
The Enterprise Guide to Evaluating AI Code Quality Platforms
Enterprise software teams need more than static analysis and manual QA to manage quality at scale. This framework shows how to evaluate AI code quality platform
I Taught My AI to Read Runbooks to Stop Guessing Incident Fixes
Medium · DevOps 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
I Taught My AI to Read Runbooks to Stop Guessing Incident Fixes
And Here’s How You Can Do It! Continue reading on Towards AI »
Reddit r/Entrepreneur 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
18 months ago I couldn’t code
In late 2024 I couldn’t code (tried but gave up numerous times). I discovered vibe coding in late 2024. Since then I’ve: shipped my first app built 8 products g
How to Use Synthetic Test Suites to Break (and Then Fix) Your AI Models
Medium · Data Science 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
How to Use Synthetic Test Suites to Break (and Then Fix) Your AI Models
Most AI teams do not discover their model’s real weaknesses during training. They discover them after deployment, when a rare edge case, a… Continue reading on