Applied AI

AI-Assisted Coding

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

13,481
lessons
Skills in this topic
View full skill map →
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 (9,500) Articles (1996)Blog Posts (4841)Tutorials (1957)Research Papers (411)News (295)
AI is Solving the Wrong Problem
Medium · DevOps 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
AI is Solving the Wrong Problem
Code generation became easy. Context is still expensive. Continue reading on Workspai »
From MVPs to Autonomous Products: Where AI Could Take Product Leaders
Medium · Startup 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
From MVPs to Autonomous Products: Where AI Could Take Product Leaders
Recently, I decided to experiment with AI-powered “vibe coding” and built a live MVP called Customer Feedback Intelligence — a platform… Continue reading on Med
The Radio Signal That Knows Its Own Name
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
The Radio Signal That Knows Its Own Name
How I taught a spectrum monitor to tell the difference between a licensed broadcast and a ghost transmission — and why it matters Continue reading on Medium »
Pharma AI
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Pharma AI
It has been a year since I have delved into this world of Pharma AI. Most of my projects that I have worked on have all been in the… Continue reading on Medium
Why AI Code Governance Always Breaks at Scale
Medium · DevOps 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Why AI Code Governance Always Breaks at Scale
AI code governance is the most critical initiative in any AI-era engineering org. But scaling it from a small team workflow to a… Continue reading on Medium »
The Death of Traditional Coding: How AI Is Rewriting the Software Industry
Medium · Deep Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
The Death of Traditional Coding: How AI Is Rewriting the Software Industry
AI-powered software is no longer a feature. It’s the new architecture — and the companies that misread this shift won’t just fall behind… Continue reading on Ar
How to Pick the Right GPU for Your AI Project
Medium · Deep Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
How to Pick the Right GPU for Your AI Project
You don’t need the most expensive GPU; you just need the right one for what you’re actually building. Continue reading on Medium »
Engineering Teams Are Struggling to Verify AI-Generated Code at Scale
Hackernoon 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Engineering Teams Are Struggling to Verify AI-Generated Code at Scale
This article argues that the real bottleneck in AI-assisted software development is no longer code generation, but verification. Drawing on industry reports, te
Reverse-Engineering the Mix: Psychoacoustics and Frequency Management in AI Audio Systems
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Reverse-Engineering the Mix: Psychoacoustics and Frequency Management in AI Audio Systems
How to prevent frequency masking and command spatial depth in generative audio using technical prompt engineering. Continue reading on Medium »
A Strategic Game Plan For The Governance Of AI-Enabled Code Development
Forbes Innovation 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
A Strategic Game Plan For The Governance Of AI-Enabled Code Development
It’s clear that the era of AI-assisted coding has arrived, ushering in coding velocity gains and a tremendous boost in developer productivity.
There’s a Wall of Shame for Vibecoded Apps. Don’t End Up On It.
Medium · Startup 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
There’s a Wall of Shame for Vibecoded Apps. Don’t End Up On It.
AI can build your app in a weekend. It can also leak your users by Monday. Continue reading on Readers Club »
The Future Of Software Development Companies In The 'Vibe Coding' Era
Forbes Innovation 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
The Future Of Software Development Companies In The 'Vibe Coding' Era
Because anyone can now generate code instantly, the ultimate currency is certainty. Trust is the new bottleneck and the defining competitive moat of the next de
Quick note on the current stack for my iOS app, SendLog
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Quick note on the current stack for my iOS app, SendLog
Around one year ago, I started a small private side project mainly to learn about AI-assisted coding and to make sure I have hands-on… Continue reading on Mediu
Generative AI: The Technology Changing the Future of Creativity and Intelligence
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Generative AI: The Technology Changing the Future of Creativity and Intelligence
Artificial Intelligence (AI) is rapidly transforming the world, and one of the most exciting advancements in recent years is Generative AI… Continue reading on
The 10 Skills Every Claude Code Setup Needs in 2026
Medium · Deep Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
The 10 Skills Every Claude Code Setup Needs in 2026
A 30-day audit: 42 installed, 10 retained, 32 cut. One command installs all of them. Continue reading on Medium »
I Built a Python Automation Tool Without Docstrings — Big Mistake
Medium · Data Science 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
I Built a Python Automation Tool Without Docstrings — Big Mistake
The maintainability mistake most Python developers only notice too late Continue reading on Stackademic »
When Your AI Pair Programmer Skips the Slow Step
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
When Your AI Pair Programmer Skips the Slow Step
TL;DR I asked Claude to dedupe some database rows. It chose the wrong rows to keep, and 16 features quietly disappeared from production… Continue reading on Med
Research on Python crop planting strategy The optimization of GA-BP neural network, Monte Carlo…
Medium · Data Science 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Research on Python crop planting strategy The optimization of GA-BP neural network, Monte Carlo…
Full text link: https://tecdat.cn/?p=44798 Original source: Tuoduan Data Tribal Public Account Continue reading on Medium »
Quantum-Inspired Thinking for AI System Design
Medium · Data Science 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Quantum-Inspired Thinking for AI System Design
Why the next generation of AI architectures will borrow more from quantum mechanics than from classical software engineering — and what… Continue reading on Gen
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Is a Software Testing with AI Course Worth Your Time?
Artificial Intelligence is changing nearly every corner of the tech industry, and software testing is no exception. Traditional QA methods… Continue reading on
Claude Code Hooks Feel Like Giving AI Superpowers — Until You Realize They’re Also Guardrails
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Claude Code Hooks Feel Like Giving AI Superpowers — Until You Realize They’re Also Guardrails
How hooks quietly turn AI coding assistants into programmable workflow automation systems Continue reading on Medium »
We Just Hacked the Physics Engine of Reality—And It Explains Why We Are Completely Alone in the…
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
We Just Hacked the Physics Engine of Reality—And It Explains Why We Are Completely Alone in the…
We are no longer just observing the universe; we are actively rewriting its source code. When researchers from Google, Princeton, and the… Continue reading on M
From Transcriptomics to Protein Structure: Exploring AKT1 in Triple-Negative Breast Cancer Using…
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
From Transcriptomics to Protein Structure: Exploring AKT1 in Triple-Negative Breast Cancer Using…
Triple-Negative Breast Cancer (TNBC) remains one of the most aggressive and biologically complex subtypes of breast cancer. Unlike other… Continue reading on Me
How To make AI Captions Sound Human in 2026 (The 5-Layer Prompt)
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
How To make AI Captions Sound Human in 2026 (The 5-Layer Prompt)
Quick disclosure before we start: I’m the founder of Velocity. Velocity is a next-generation social media assistant .I’ll mention the… Continue reading on Mediu
Advanced Prompt Engineering for Business: How to Use ChatGPT for Strategic Planning
Medium · Data Science 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Advanced Prompt Engineering for Business: How to Use ChatGPT for Strategic Planning
Why framework-based prompting is replacing conversational habits in the executive space. Continue reading on Medium »
You're Using AI to Learn Faster. That's Exactly Why You're Not Learning
Hackernoon 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
You're Using AI to Learn Faster. That's Exactly Why You're Not Learning
AI coding tools make developers faster but can quietly erode real understanding. The problem isn’t AI itself, it’s using it to skip the struggle that learning d
Spec-Driven Development Turns the Chaos of Vibe Coding Into Structured Delivery
Hackernoon 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Spec-Driven Development Turns the Chaos of Vibe Coding Into Structured Delivery
This article argues that while AI coding agents have dramatically accelerated software delivery, they have also introduced new coordination, review, and standar
CLAUDE.md — the configuration file that makes Claude Code actually yours
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
CLAUDE.md — the configuration file that makes Claude Code actually yours
CLAUDE.md — the one file that makes Claude Code actually yours Continue reading on Data Science Collective »
Not Every Change Deserves the Same Review
Medium · DevOps 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Not Every Change Deserves the Same Review
As early adopters of AI-assisted coding tools, Super.com Engineering have been experimenting for years and keeping pace with each newly… Continue reading on Sup
I Tested AI Against Humans on Classic Creativity Tests.
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
I Tested AI Against Humans on Classic Creativity Tests.
What the Torrance creativity model reveals about the one thing AI will never steal from you. Continue reading on Generative AI »
# AI Made Writing Code Cheap.. Operational Judgment Became Expensive.
Medium · DevOps 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
# AI Made Writing Code Cheap.. Operational Judgment Became Expensive.
The first warning sign was not a crash. It was the shape of the code changes that our teams were making. Continue reading on Medium »
10 Python one liners you’ll actually use
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
10 Python one liners you’ll actually use
Tiny Python tricks that are useful, readable, and not just there to impress people on LinkedIn Continue reading on Python in Plain English »
10 Python one liners you’ll actually use
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
10 Python one liners you’ll actually use
Tiny Python tricks that are useful, readable, and not just there to impress people on LinkedIn Continue reading on Python in Plain English »
# Harness Engineering e Spec-Driven Development: o novo paradigma da Engenharia de Dados com IA
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
# Harness Engineering e Spec-Driven Development: o novo paradigma da Engenharia de Dados com IA
### Como estrutura, especificação e guardrails estão redefinindo o papel do engenheiro de dados em 2026 — e por que “usar IA” sem… Continue reading on Medium »
7 Code Hygiene Rules That Decide Whether AI Helps Or Hurts You
Medium · DevOps 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
7 Code Hygiene Rules That Decide Whether AI Helps Or Hurts You
AI coding became the standard real quick and everyone is in a rush to adopt AI tools. In the process a lot of engineers are finding AI… Continue reading on Medi
We Taught a Machine to Read Nepali News
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
We Taught a Machine to Read Nepali News
Inside our major project: building a news-style text-to-speech system for Nepali using VITS2— from raw Sagarmatha TV broadcasts to… Continue reading on Medium »
If AI writes your copy, who owns your voice?
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
If AI writes your copy, who owns your voice?
No doubt you’ve had conversations with peers in (or out) of the industry throwing around the AI question. Continue reading on Medium »
Top Deep Learning and Data Science Conferences in the USA for 2026
Medium · Deep Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Top Deep Learning and Data Science Conferences in the USA for 2026
Artificial Intelligence is rapidly transforming industries across the United States. From healthcare and finance to robotics and… Continue reading on Medium »
Building AI Projects Taught Me More Than Watching Tutorials Ever Did
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Building AI Projects Taught Me More Than Watching Tutorials Ever Did
Why Solving Boring Problems Made Me Better at AI Engineering Continue reading on Artificial Intelligence in Plain English »
Medium · Deep Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Building a Causal AI Prototype for Heart Failure: From Risk Prediction to Counterfactual Treatment…
Most healthcare AI predicts who is at risk. This project explores a harder question: what sequence of actions could change a patient’s… Continue reading on Medi
The End of Junior Developers Has Already Started
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
The End of Junior Developers Has Already Started
I have a friend — sharp, curious, genuinely good at thinking through problems — who finished a coding bootcamp last year. He spent nine… Continue reading on Med
Medium · JavaScript 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Dreezle Draw! Returns
It’s a testament to the serendipity of forward-thinking software engineering and…sorry to tell you…AI. Claude Opus 4.6, to be precise. Continue reading on Mediu
Building AI Chatbot with Spring Boot, Ollama, and Llama 3 in simple steps
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Building AI Chatbot with Spring Boot, Ollama, and Llama 3 in simple steps
Developers and organizations can experiment with highly capable models directly on their own systems.Some popular openly available models… Continue reading on M
Calling CUDA from Go without cgo
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Calling CUDA from Go without cgo
Go is great at infrastructure. Continue reading on Medium »
Calling CUDA from Go without cgo
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Calling CUDA from Go without cgo
Go is great at infrastructure. Continue reading on Medium »
TypeScript Is Now the Default Here’s What That Means for JavaScript Developers
Medium · JavaScript 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
TypeScript Is Now the Default Here’s What That Means for JavaScript Developers
Plain JavaScript is no longer the starting point for professional web work. TypeScript has taken that seat, and the shift happened faster… Continue reading on J
Gemini Live API & Lyria 3: Generate Music From Text, Phone & Video Calls
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Gemini Live API & Lyria 3: Generate Music From Text, Phone & Video Calls
The instrumental background music in the video below is AI-generated using Lyria 3 by Google DeepMind. Continue reading on Medium »
Membangun Artificial Neural Network (ANN) dari Scratch untuk Klasifikasi Kanker Payudara
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Membangun Artificial Neural Network (ANN) dari Scratch untuk Klasifikasi Kanker Payudara
Perkembangan kecerdasan buatan telah membawa banyak perubahan dalam berbagai bidang, salah satunya pada sektor kesehatan. Salah satu… Continue reading on Medium