Applied AI

AI-Assisted Coding

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

12,945
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 (8,982) Articles (1859)Blog Posts (4600)Tutorials (1844)Research Papers (396)News (283)
AI is Writing Code, So Why Should You Learn JavaScript in 2026?
Medium · JavaScript 💻 AI-Assisted Coding ⚡ AI Lesson 4h ago
AI is Writing Code, So Why Should You Learn JavaScript in 2026?
It’s 2026, and the tech landscape looks vastly different than it did just a few years ago. Continue reading on Medium »
Spec-Driven Development With AI: How We Ship AI Features Without Losing Engineering Discipline
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 7h ago
Spec-Driven Development With AI: How We Ship AI Features Without Losing Engineering Discipline
When everyone on your team can generate working code with AI tools, the bottleneck shifts. Continue reading on Medium »
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 12h ago
The Secret Sauce of Apple Silicon: Why Unified Memory is a Game-Changer for AI If you’ve spent…
If you’ve spent any time running large language models (LLMs) locally, editing high-resolution video, or working with generative AI… Continue reading on Medium
Medium · NLP 💻 AI-Assisted Coding ⚡ AI Lesson 12h ago
The Secret Sauce of Apple Silicon: Why Unified Memory is a Game-Changer for AI If you’ve spent…
If you’ve spent any time running large language models (LLMs) locally, editing high-resolution video, or working with generative AI… Continue reading on Medium
Medium · Startup 💻 AI-Assisted Coding ⚡ AI Lesson 14h ago
We Gave Our Engineering Team a Memory — Here’s How PRECOG Uses Cognee
Building Predictive Engineering Intelligence for the Cognee X We Make Dev Hackathon 2026 Continue reading on Medium »
You’ve Had the Same GPU Rumor Tab Open for Eight Months, and NVIDIA Has Never Once Confirmed the…
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 14h ago
You’ve Had the Same GPU Rumor Tab Open for Eight Months, and NVIDIA Has Never Once Confirmed the…
Your build is finished except for one part. The tab has been open since January. It refreshes to the same rumor every time you check it… Continue reading on Med
I Benchmarked My AI Coding Agent Against Human-Written Code. It Won Every Metric but One
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 14h ago
I Benchmarked My AI Coding Agent Against Human-Written Code. It Won Every Metric but One
A self-refining Gemini-powered agent, five real-world Python tasks, a +12.2 Continue reading on Towards AI »
Why Every UX Designer Should Learn AI Prompting
Medium · UX Design 💻 AI-Assisted Coding ⚡ AI Lesson 16h ago
Why Every UX Designer Should Learn AI Prompting
It’s quietly becoming as important as learning Figma — and not for the reason most people think. Continue reading on Medium »
Why I Built an AI That Compares Art Styles Instead of Mixing Them
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1d ago
Why I Built an AI That Compares Art Styles Instead of Mixing Them
What started as an experiment to stop AI from blending artistic styles became one of the most useful creative tools I’ve built. Continue reading on Creating Cus
Prompting, RAG, Fine-Tuning, ICL
Medium · Deep Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1d ago
Prompting, RAG, Fine-Tuning, ICL
Most AI failures aren’t fixed by switching techniques — they’re fixed by identifying which layer actually failed. Continue reading on Towards AI »
I Thought I Knew Python — Until I Started Using These 8 Features
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 2d ago
I Thought I Knew Python — Until I Started Using These 8 Features
I spent years chasing new libraries and frameworks. Ironically, the biggest improvements in my automation projects came from features that… Continue reading on
A Software Engineer’s Notes from a Generative AI Bootcamp
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 2d ago
A Software Engineer’s Notes from a Generative AI Bootcamp
I’ve always been someone with a broad range of interests — professionally and personally. Across 16 years in software engineering, I’ve… Continue reading on Med
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 2d ago
One realization became increasingly clear while building AI-assisted software:
The biggest bottleneck is no longer code generation. Continue reading on Medium »
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 2d ago
One realization became increasingly clear while building AI-assisted software:
The biggest bottleneck is no longer code generation. Continue reading on Medium »
How AI Art Generators Are Trained on Your Photos Without Permission
Medium · Data Science 💻 AI-Assisted Coding ⚡ AI Lesson 2d ago
How AI Art Generators Are Trained on Your Photos Without Permission
Type a few words into Midjourney, Stable Diffusion, or DALL-E, and within seconds you get an image that looks like it was painted by a… Continue reading on Medi
The Death of Notifications: Why Software Needs to Learn How to Converse
Hackernoon 💻 AI-Assisted Coding ⚡ AI Lesson 2d ago
The Death of Notifications: Why Software Needs to Learn How to Converse
Notifications aren't disappearing—they're evolving. AI is transforming one-way alerts into two-way conversations, while a new communication layer manages contex
Will AI Replace Programmers? Notes From Someone Who Ships With It Every Day
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 2d ago
Will AI Replace Programmers? Notes From Someone Who Ships With It Every Day
Ep 1 of building in public on Yanz Dev. Continue reading on Medium »
Coded the Cosmos: How I Created Sri Lanka’s First-Ever Real-Scale NASA Image Sonification Using…
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 2d ago
Coded the Cosmos: How I Created Sri Lanka’s First-Ever Real-Scale NASA Image Sonification Using…
NASA’s Sombrero Galaxy Continue reading on Medium »
Why I built a code review jury — and what I got wrong along the way
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 3d ago
Why I built a code review jury — and what I got wrong along the way
ai-jury — berkayturanci.github.io/ai-jury · github.com/berkayturanci/ai-jury Continue reading on Medium »
Voice AI Is Changing Faster Than Most People Realize
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 3d ago
Voice AI Is Changing Faster Than Most People Realize
A few years ago, speech-to-text felt like a nice feature. Continue reading on Medium »
AI & Devs: Adopting To A New Reality
Medium · JavaScript 💻 AI-Assisted Coding ⚡ AI Lesson 3d ago
AI & Devs: Adopting To A New Reality
Four years after ChatGPT changed how we think about software development, and 18 months after Claude Code pushed AI-assisted programming… Continue reading on Me
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 4d ago
My First GitHub Copilot Bill Under the New Pricing Was a Gut Punch. Here’s What I Did Next.
The first billing cycle closed today. Here’s what actually happened, what it costs now, and where I moved my workflow. Continue reading on Stackademic »
Anker’s Liberty 5 Pro: The Three-Year Gamble On Custom Earbud Silicon
Forbes Innovation 💻 AI-Assisted Coding ⚡ AI Lesson 4d ago
Anker’s Liberty 5 Pro: The Three-Year Gamble On Custom Earbud Silicon
With the launch of the Liberty 5 Pro and 5 Pro Max, Anker introduces its first audio product powered by its new Thus AI chipset. What opportunities does this op
In A First, AI Decodes Entire Scroll Scorched In Mt. Vesuvius Eruption
Forbes Innovation 💻 AI-Assisted Coding ⚡ AI Lesson 4d ago
In A First, AI Decodes Entire Scroll Scorched In Mt. Vesuvius Eruption
A full Herculaneum scroll "unwrapped" with technology reveals new texts, titles and authors unknown to history and ushers in a new era for the study of the anci
Recognise Sign Language From Your Webcam in 5 Lines of Python
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 4d ago
Recognise Sign Language From Your Webcam in 5 Lines of Python
The shortest possible demo Continue reading on GoPenAI »
The Tip of the Iceberg
Medium · Startup 💻 AI-Assisted Coding ⚡ AI Lesson 4d ago
The Tip of the Iceberg
What building an on-device AI app to identify plants and animals taught me about the difference between a demo and a product Continue reading on Medium »
This Meta Brain-Computer Interface Decodes Typed Sentences From Brain Waves Alone
Medium · Deep Learning 💻 AI-Assisted Coding ⚡ AI Lesson 4d ago
This Meta Brain-Computer Interface Decodes Typed Sentences From Brain Waves Alone
No Surgery Required Continue reading on Towards AI »
The Secret Behind Better AI Coding Is Not the Model-It Is CLAUDE
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 4d ago
The Secret Behind Better AI Coding Is Not the Model-It Is CLAUDE
Stop worshipping the model. Continue reading on Medium »
The Secret Behind Better AI Coding Is Not the Model-It Is CLAUDE
Medium · Deep Learning 💻 AI-Assisted Coding ⚡ AI Lesson 4d ago
The Secret Behind Better AI Coding Is Not the Model-It Is CLAUDE
Stop worshipping the model. Continue reading on Medium »
AI in Medical Imaging: Improving Diagnostic Accuracy and Workflow
Medium · Data Science 💻 AI-Assisted Coding ⚡ AI Lesson 4d ago
AI in Medical Imaging: Improving Diagnostic Accuracy and Workflow
A radiologist on a standard hospital shift may read dozens to well over a hundred imaging studies, depending on subspecialty, setting… Continue reading on Scifo
Medium · Data Science 💻 AI-Assisted Coding ⚡ AI Lesson 4d ago
Can VSCode + Copilot Replace Cursor?
Agentic coding in VSCode has similar problems to Cursor Continue reading on Medium »
Baby Cry Classification with Azure Machine Learning: An End-to-End Audio AI Experiment from Kaggle…
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 4d ago
Baby Cry Classification with Azure Machine Learning: An End-to-End Audio AI Experiment from Kaggle…
From raw data to cloud deployment: A comprehensive guide to building, training, and registering an end-to-end Audio AI project. Continue reading on Medium »
Day 0 Benchmark: Deploying DeepSeek-V4-Flash-DSpark on GPUStack Doubles Throughput
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 4d ago
Day 0 Benchmark: Deploying DeepSeek-V4-Flash-DSpark on GPUStack Doubles Throughput
This article is based on a community benchmark contributed by a GPUStack user. DeepSeek-V4-Flash-DSpark enhances DeepSeek-V4-Flash by… Continue reading on Mediu
Reddit r/singularity 💻 AI-Assisted Coding ⚡ AI Lesson 4d ago
"Some routine tasks like coding and debugging will fall back to Opus 4.8" is not cause for alarm.
https://rhyme.com/post/cb7l8ql/some-routine-tasks-like-coding-and-debugging-will-fall-back submitted by /u/GoodMacAuth [link] <a
Medium · Cybersecurity 💻 AI-Assisted Coding ⚡ AI Lesson 4d ago
What I Learned Building Digital Identity Verification on Android
Identity verification in emerging markets usually comes down to one tired pattern: ask the user to photograph their ID card and pray an… Continue reading on Med
How Tribeca, Cannes, A24 And The Generated Awards Are Validating AI Creators
Forbes Innovation 💻 AI-Assisted Coding ⚡ AI Lesson 4d ago
How Tribeca, Cannes, A24 And The Generated Awards Are Validating AI Creators
For years the conversation around artificial intelligence in creative industries has largely centered on fear, but AI creators are now emerging in new and excit
The Python Script I Wrote Once… and It’s Still Saving Me Hours Every Week
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 4d ago
The Python Script I Wrote Once… and It’s Still Saving Me Hours Every Week
When I first started learning Python, I thought programming was mostly about creating things. Continue reading on Stackademic »
5 AI Coding Platforms to Build Apps Without the Headache
KDnuggets 💻 AI-Assisted Coding ⚡ AI Lesson 4d ago
5 AI Coding Platforms to Build Apps Without the Headache
Explore the best AI coding platforms, no-code app builders, and vibe coding tools that help beginners and developers build, test, and deploy full-stack apps usi
5 Books That Made Me a Better AI Engineer (And None of Them Are About AI)
Medium · Deep Learning 💻 AI-Assisted Coding ⚡ AI Lesson 4d ago
5 Books That Made Me a Better AI Engineer (And None of Them Are About AI)
The field churns every six months. These five books don’t. Continue reading on Data Science Collective »
Medium · Deep Learning 💻 AI-Assisted Coding ⚡ AI Lesson 4d ago
Why MobileViT for Cytology: Accuracy vs. Footprint
Choosing a lightweight vision transformer for cervical cytology classification, and why the most accurate model is not always the right… Continue reading on Med
Your AI Coding Tool Could Disappear Tomorrow — 5 Career Moves That Can’t Be Taken Away
Medium · Cybersecurity 💻 AI-Assisted Coding ⚡ AI Lesson 4d ago
Your AI Coding Tool Could Disappear Tomorrow — 5 Career Moves That Can’t Be Taken Away
Last month, the US government pulled Claude Fable 5 from 200 million users, and SpaceX bought Cursor for $60 billion. Continue reading on Medium »
Why We Keep Building CoreNovus
Medium · Startup 💻 AI-Assisted Coding ⚡ AI Lesson 4d ago
Why We Keep Building CoreNovus
Building reusable, trustworthy, and edge-ready AI workflows for real work. Continue reading on Medium »
AI CHEATSHEET 101 (SAVE THIS )
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 4d ago
AI CHEATSHEET 101 (SAVE THIS )
You’re Using Claude Code Like a Chat Box. It Can Run Itself While You Walk Away. Continue reading on Prompt & Pixel »
AI CHEATSHEET 101 (SAVE THIS )
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 4d ago
AI CHEATSHEET 101 (SAVE THIS )
You’re Using Claude Code Like a Chat Box. It Can Run Itself While You Walk Away. Continue reading on Prompt & Pixel »
You Can Code: Writing Your First Python Project in 5 Minutes
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 5d ago
You Can Code: Writing Your First Python Project in 5 Minutes
The biggest myth about programming is that you need to be a math genius. Continue reading on Medium »
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