Applied AI

AI-Assisted Coding

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

12,967
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 (9,002) Articles (1865)Blog Posts (4603)Tutorials (1854)Research Papers (396)News (284)
TechRepublic 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Apple’s Mac Studio Memory Limits Narrow Its AI Workstation Pitch
Apple’s reported Mac Studio memory limits could change how developers and IT teams evaluate the desktop for local AI workloads. The post Apple’s Mac Studio Memo
The Hidden Ways Trading Algorithms Blow Up (Even When They Look Profitable)
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
The Hidden Ways Trading Algorithms Blow Up (Even When They Look Profitable)
Why Your Algorithm Isn’t as Safe as Your Backtest Suggests Continue reading on InsiderFinance Wire »
I Tested ZCode With GLM-5.2 Against Cursor. The Truth.
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
I Tested ZCode With GLM-5.2 Against Cursor. The Truth.
Five real Python tasks. One model upgrade that actually changes the comparison. Here is what happened. Continue reading on Stackademic »
Cheaper AI Code Is Not the Same as Cheaper Engineering
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Cheaper AI Code Is Not the Same as Cheaper Engineering
Model routing can reduce inference cost. But the real cost of AI-assisted software work often sits in review, rework, and false confidence… Continue reading on
Learning on the Fly: Observations from a Technical PM in Vision AI
Medium · Startup 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Learning on the Fly: Observations from a Technical PM in Vision AI
One thing I’ve learned since becoming a Technical Product Manager in Vision AI is this: you never really catch up. Continue reading on Bootcamp »
AI Can Build Your Website Fast. But Can You Fix It When It Breaks?
Medium · JavaScript 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
AI Can Build Your Website Fast. But Can You Fix It When It Breaks?
I’ll be honest — a few months ago I genuinely thought AI had solved web development for me. Continue reading on Medium »
LARP Coding: How AI Lowered the Barrier to Software Development
Medium · Startup 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
LARP Coding: How AI Lowered the Barrier to Software Development
Not so long ago, saying “I want to launch a digital product” usually meant one of two things: either someone had a serious business plan… Continue reading on Me
AI Just Found 1,700% More Security Vulnerabilities in Spring. It Also Wrote Most of Them.
Medium · Cybersecurity 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
AI Just Found 1,700% More Security Vulnerabilities in Spring. It Also Wrote Most of Them.
The same technology that is scanning your codebase for security holes is the reason those holes exist in the first place. Continue reading on Medium »
There’s a specific way to use Claude + Codex together that cuts your dev time in half.
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
There’s a specific way to use Claude + Codex together that cuts your dev time in half.
They ask Claude to explain something, then open Codex and start coding from scratch. Two tools, zero coordination. You’re still doing the… Continue reading on M
General-Purpose Visual Programming Language "Pipe" Earns an 86 Proof of Usefulness Score by Building a Structurally Secure, Self-Healing Language
Hackernoon 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
General-Purpose Visual Programming Language "Pipe" Earns an 86 Proof of Usefulness Score by Building a Structurally Secure, Self-Healing Language
Pipe, a general-purpose visual programming language addressing AI-driven software risks, scored 86 on HackerNoon's Proof of Usefulness algorithm, landing in the
Why Better Prompts Won’t Fix AI in DevOps
Medium · DevOps 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Why Better Prompts Won’t Fix AI in DevOps
Over the last year, I’ve lost count of how many conversations I’ve seen about prompt engineering. Every week there seems to be another… Continue reading on Medi
If Everyone Becomes a Builder, Who Will Be the Customer?
Medium · Startup 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
If Everyone Becomes a Builder, Who Will Be the Customer?
A couple of years ago, asking AI to write code felt like gambling. Continue reading on Medium »
I Fact-Checked the Viral “89 Claude Code Commands”
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
I Fact-Checked the Viral “89 Claude Code Commands”
Cheat Sheet Here’s What’s Actually Real. Continue reading on Medium »
AI Engineer vs Data Scientist vs Machine Learning Engineer: Which Career Is Right for You?
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
AI Engineer vs Data Scientist vs Machine Learning Engineer: Which Career Is Right for You?
The AI job market is booming, but the title confusion is real. Here’s how to cut through the noise and find your path. Continue reading on Medium »
The Hardest Thing to Design in AI Isn’t the Interface. It’s Trust.
Medium · UX Design 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
The Hardest Thing to Design in AI Isn’t the Interface. It’s Trust.
A question sent me down a rabbit hole on what “designing for trust” actually means now. Continue reading on Medium »
The Hardest Thing to Design in AI Isn’t the Interface. It’s Trust.
Medium · UX Design 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
The Hardest Thing to Design in AI Isn’t the Interface. It’s Trust.
A question sent me down a rabbit hole on what “designing for trust” actually means now. Continue reading on Bootcamp »
CodeDNA: How I Built an AI Tool to Detect Compromised Developer Accounts in Git Repositories
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
CodeDNA: How I Built an AI Tool to Detect Compromised Developer Accounts in Git Repositories
CodeDNA: Using Machine Learning to Fingerprint Git Commit Authors and Detect Supply Chain Threats Continue reading on Medium »
Medium · Startup 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
AI Personalized Songs Work for Birthdays, Not Billboard Charts
You type a few sentences about your best friend’s 30th birthday, pick a genre, and three minutes later you have a studio-produced song… Continue reading on Medi
How To Stop AI From Overbuilding Your First App In 2026
Medium · Startup 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
How To Stop AI From Overbuilding Your First App In 2026
AI can turn a small beginner app into a sprawling pretend platform unless you give it a smaller job, sharper rules, and a clear finish… Continue reading on Medi
100 Days of Python Day 1
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
100 Days of Python Day 1
This was an interesting session and it took me a while to complete Day1 but I’m grateful I did. The Focus; String manipulation and code… Continue reading on Med
200x Faster RedTensor Engine: Red Alice Benchmarking #1
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
200x Faster RedTensor Engine: Red Alice Benchmarking #1
Spotlight on Red Tensors Version 2 Continue reading on Towards AI »
How to Use CodeGraph: Turn Any Folder Into a Knowledge Graph
Medium · Data Science 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
How to Use CodeGraph: Turn Any Folder Into a Knowledge Graph
A step-by-step guide to using CodeGraph, the open-source tool that builds a queryable knowledge graph for your AI coding agents. Continue reading on Medium »
AWS Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Implementing super resolution by deploying SeedVR2 on Amazon SageMaker AI
In this post, we demonstrate how to implement video upscaling using SeedVR2 on SageMaker AI. We cover the solution architecture, walk through the deployment ste
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Mastering Recursion in Python: The Complete Guide with Examples
Recursion is one of the most powerful and elegant concepts in programming. If you’ve ever felt confused by recursive functions, you’re not… Continue reading on
The Image That Changed How I Think About Testing AI
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
The Image That Changed How I Think About Testing AI
Field notes from testing AI-powered features in a SaaS product — what broke, what surprised me, and what I’d tell myself at the start. Continue reading on Mediu
The Self-Healing Scraper Blueprint: Build Python Bots That Fix Their Own Bugs With AI (2026)
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
The Self-Healing Scraper Blueprint: Build Python Bots That Fix Their Own Bugs With AI (2026)
I Built a Python Script That Fixes Its Own Bugs. Here Is the Code. Continue reading on CodeToDeploy »
9 Ways AI Coding Agents Are Changing Data Science Work
Medium · Data Science 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
9 Ways AI Coding Agents Are Changing Data Science Work
A look at what AI coding agents change in data work, what they don’t, and how to measure it. Continue reading on Data Science Collective »
The Wombat Phenomenon: How Humans, Not Machines, Carry the Feeling of Continuity in AI Conversation
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
The Wombat Phenomenon: How Humans, Not Machines, Carry the Feeling of Continuity in AI Conversation
Conversational Continuity, Shared Narrative Space, and the Sundar Effect Continue reading on Medium »
The tp_as_number Slot and Binary Operation Dispatch in CPython
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
The tp_as_number Slot and Binary Operation Dispatch in CPython
This article was first published on the Open Teams Engineering Blog by Guilherme Leobas, Senior Software Engineer at OpenTeams Continue reading on OpenTeams® »
Engenharia de IA em 2026: o salto entre testar prompts e construir produtos reais #26
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Engenharia de IA em 2026: o salto entre testar prompts e construir produtos reais #26
O novo mapa de carreira para quem trabalha com software, dados ou machine learning — e quer entender o que realmente muda quando a IA sai… Continue reading on M
Reddit r/devops 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Treating AI vision model evaluation as a pipeline problem: instrument the config, not just the model
Disclosure: I work at VideoDB and this is from internal research we ran and open sourced. Background: we kept getting inconsistent results from VLMs until we st
You’ve Been Writing Prompts. You Should Have Been Writing Specs.
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
You’ve Been Writing Prompts. You Should Have Been Writing Specs.
Spec-driven development turns AI coding agents from autocomplete tools into systems that actually understand what you’re building — before… Continue reading on
How to Write Better Claude Prompts for Coding Tasks
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
How to Write Better Claude Prompts for Coding Tasks
A few months ago, I found myself staring at a Claude-generated Python script that looked perfect. Continue reading on Stackademic »
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
What If GitHub, LinkedIn, Duolingo, and ChatGPT Became One App?
A student once showed me four apps open at the same time and said, “This is just how learning works now, right?” Continue reading on Medium »
10 Strategies for Building Learning Systems That Enhance Performance
Medium · Deep Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
10 Strategies for Building Learning Systems That Enhance Performance
In today’s fast-changing world, success is no longer determined solely by what people know — it’s determined by how quickly they can learn… Continue reading on
I Tried Vibe Coding for 3 Months. Here Is Why I Quietly Stopped.
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
I Tried Vibe Coding for 3 Months. Here Is Why I Quietly Stopped.
The promise sounded revolutionary: “Just tell the AI what you want, and it will build it for you.” No programming skills. No technical… Continue reading on Medi
The Real Bottleneck Isn’t Writing Code. It’s Trusting It.
Hackernoon 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
The Real Bottleneck Isn’t Writing Code. It’s Trusting It.
AI coding tools make code generation faster. But faster code does not always mean safer software. The real challenge is verifying and trusting generated code. T
When a Film Costs $50 to Make, the Hard Part Isn't Making the Film
Hackernoon 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
When a Film Costs $50 to Make, the Hard Part Isn't Making the Film
When making a film costs $50, the hard part isn't making it. Why attention, taste and authorship are the real scarce assets in AI filmmaking.
Playwright Chronicles: Crafting Elegant Automation in JS/TS from Scratch — Part 28: Restructure…
Medium · JavaScript 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Playwright Chronicles: Crafting Elegant Automation in JS/TS from Scratch — Part 28: Restructure…
Having understood the Page Object Model and already restructured our web tables test case in Part 27 of this series (Playwright Chronicles… Continue reading on
Automated AI Code Review for GitHub Pull Request
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Automated AI Code Review for GitHub Pull Request
As software engineers, we are constantly looking for ways to optimize our development workflows. Pull requests are vital, but waiting for… Continue reading on M
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Both the shortest available proof and the most structurally elegant proof at equal depth
GEOMETRIC THEOREM PROVING-STRUCTURALLY OPTIMAL PROOF SEARCH: A COHERENCE-AUGMENTED NEURAL-SYMBOLIC ARCHITECTURE Continue reading on Medium »
New Chinese System Takes Top Supercomputer Spot
Forbes Innovation 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
New Chinese System Takes Top Supercomputer Spot
China's LineShine has surpassed El Capitan in key ways, using domestic CPUs, demonstrating exascale performance despite export controls.
InflateMate: Life's Better With Company
Reddit r/ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
InflateMate: Life's Better With Company
I asked ChatGPT to first draw a woman with MS Paint, then convert her into a Ph
When the cloud AI goes down, I just keep coding (from my phone)
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
When the cloud AI goes down, I just keep coding (from my phone)
How I built a cloud-proof coding setup with Ollama, Tailscale, and OpenCode, and why a self-hosted second brain is worth the afternoon it… Continue reading on M
Zig won’t accept AI-written code So the Bun team had Claude rewrite the whole thing in Rust.
Medium · JavaScript 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Zig won’t accept AI-written code So the Bun team had Claude rewrite the whole thing in Rust.
Over a million lines, 6,755 commits, merged in about a week. The runtime under Claude Code, rewritten by Claude. I keep re-reading that… Continue reading on Med
Building Smarter Applications: How to Leverage AI and Machine Learning
Medium · Data Science 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Building Smarter Applications: How to Leverage AI and Machine Learning
Artificial Intelligence (AI) and Machine Learning (ML) are no longer futuristic concepts reserved for research labs and tech giants. They… Continue reading on M
When Friction Is Functional: Designing Intentional Boundaries in AI Products
Medium · UX Design 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
When Friction Is Functional: Designing Intentional Boundaries in AI Products
A Strategic Guide for Senior UX Researchers and Product Leads Navigating AI Architecture Decisions Continue reading on Bootcamp »
Elon Musk Just Bought the Coding Tool 7 Million Developers Use Every Day.
Medium · Data Science 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Elon Musk Just Bought the Coding Tool 7 Million Developers Use Every Day.
SpaceX went public Friday. By Tuesday it dropped a $60 billion acquisition. The AI coding war just went nuclear — and GitHub should be… Continue reading on Medi