Applied AI

AI-Assisted Coding

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

12,844
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 (8,889) Articles (1845)Blog Posts (4563)Tutorials (1803)Research Papers (396)News (282)
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 6d ago
How Malicious MCP Configs in Amazon Q Developer Could Execute Arbitrary Code — and How to Stop It
A flaw in Amazon Q Developer let malicious repositories inject rogue Model Context Protocol (MCP) configurations into the agentic coding assistant's pipeline. T
Four free neural TTS options for CI pipelines — edge-tts, Kokoro, MeloTTS, Bark
Dev.to · MORINAGA 💻 AI-Assisted Coding ⚡ AI Lesson 6d ago
Four free neural TTS options for CI pipelines — edge-tts, Kokoro, MeloTTS, Bark
Comparing edge-tts, Kokoro-82M, MeloTTS, and Bark as free neural TTS options for automated video pipelines running inside GitHub Actions without a GPU.
A Go developer’s take on AI "vibecoding": Building a secure web utility hub
Dev.to · Mikhail Diesperov 💻 AI-Assisted Coding ⚡ AI Lesson 6d ago
A Go developer’s take on AI "vibecoding": Building a secure web utility hub
I usually write backend stuff in Go, so I prefer strict typing, predictable performance, and explicit...
96% of cuBLAS, no `unsafe`: what cuTile Rust proves
Dev.to · Creeta 💻 AI-Assisted Coding ⚡ AI Lesson 6d ago
96% of cuBLAS, no `unsafe`: what cuTile Rust proves
cuTile Rust: ownership-safe GPU kernels in Rust 1.89+ (sm_80+, CUDA 13.3). Partition-dispatch pattern, Grout crate, and whether the 96% cuBL
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 6d ago
The Software Bug AI Can't Find
Coding is not the hard part. Any reasonably skilled developer can implement a described requirement. Given a clear specification, the implementation follows. Th
Building an AI Code Assistant Tool Using Python: My Journey into AI-Powered Software Development
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Building an AI Code Assistant Tool Using Python: My Journey into AI-Powered Software Development
Creating an AI Assistant That Writes, Debugs, and Documents Code Continue reading on Medium »
Astrophysics & AI with Python: Decoding the Universe with Convolutional Neural Networks
Dev.to · Programming Central 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Astrophysics & AI with Python: Decoding the Universe with Convolutional Neural Networks
The universe is the ultimate "Big Data" problem. Every night, telescopes like the Sloan Digital Sky...
Which Python Book Should I Buy? Shahzaib’s Book Club
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Which Python Book Should I Buy? Shahzaib’s Book Club
Stop wasting money on beginner tutorials this one actually prepares you for the real world Continue reading on Level Up Coding »
Which Python Book Should I Buy? Shahzaib’s Book Club
Medium · Cybersecurity 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Which Python Book Should I Buy? Shahzaib’s Book Club
Stop wasting money on beginner tutorials this one actually prepares you for the real world Continue reading on Level Up Coding »
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
The Silent Killer of AI Products: Why 87% Die Before Reaching Real Users
You built a beautiful AI feature. The demo wowed the investors. The prototype ran perfectly on your laptop. Continue reading on Medium »
How to Make a Kernel AI Actually Rational: Causal Chains, Hallucination Detection, and a Parliament
Dev.to · Eric-Octavian 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
How to Make a Kernel AI Actually Rational: Causal Chains, Hallucination Detection, and a Parliament
IONA OS is an operating system written from scratch in Rust. It has its own kernel, its own GUI, its...
My Introduction To Templates In Cpp
Dev.to · Atharv Rawat 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
My Introduction To Templates In Cpp
A few days ago, on an impulse, I asked Gemini to provide me with a snippet of the source code...
Why AI Writing Often Doesn’t Sound Like You (And How to Change That)
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Why AI Writing Often Doesn’t Sound Like You (And How to Change That)
AI can write quickly, but it often loses the one thing readers recognize immediately — your unique voice. Here’s why it happens and how to… Continue reading on
Why I Compact My AI Coding Agent at 20%, Not 90%
Medium · AI 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Why I Compact My AI Coding Agent at 20%, Not 90%
The problem isn’t your prompt or your model, it’s that a full context window makes your coding agent worse, and the default settings wait… Continue reading on M
What Every Self-Taught Developer Gets Wrong About Functions
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
What Every Self-Taught Developer Gets Wrong About Functions
Functions are the most used feature in Python. Most self-taught developers are using them wrong. Continue reading on Medium »
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
I built a free AI commit message generator in one day — here's why
Every developer has done it. You finish coding, go to commit, and type something like: "fixed stuff" "minor changes" "asdfgh" It's not laziness. You're just men
A Guide to AI Cold Starts on Cloud Run
Dev.to · Shir Meir Lador 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
A Guide to AI Cold Starts on Cloud Run
I saw a developer asking on Reddit if there was any “sane way” to manage Cloud Run cold starts for AI...
“What Beginners Should Check Before Launching an AI-Built App”
Dev.to · Vibe Safe 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
“What Beginners Should Check Before Launching an AI-Built App”
AI tools have made it easier than ever to build apps quickly. A founder, student, freelancer, or...
TIL: Python's walrus operator `:=` can simplify while loops
Dev.to · qing 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
TIL: Python's walrus operator `:=` can simplify while loops
TIL: Python's walrus operator := can simplify while loops I just discovered Python's walrus operator...
Becoming a Pro TypeScript Developer: The Ultimate Guide to Writing Bulletproof Code
Medium · Programming 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Becoming a Pro TypeScript Developer: The Ultimate Guide to Writing Bulletproof Code
“TypeScript doesn’t just help you write code — it helps you write code that survives the future.” Continue reading on Medium »
Becoming a Pro TypeScript Developer: The Ultimate Guide to Writing Bulletproof Code
Medium · JavaScript 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Becoming a Pro TypeScript Developer: The Ultimate Guide to Writing Bulletproof Code
“TypeScript doesn’t just help you write code — it helps you write code that survives the future.” Continue reading on Medium »
AI Isn’t Breaking Open Source by Writing Bad Code — It’s Breaking It by Writing Too Much
Medium · Programming 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
AI Isn’t Breaking Open Source by Writing Bad Code — It’s Breaking It by Writing Too Much
The real challenge isn’t that AI can generate software. It’s that humans can no longer review it fast enough. Continue reading on Medium »
My Own Programming Language W-Language v0.2
Dev.to · austrian1painter 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
My Own Programming Language W-Language v0.2
For the past few months, I've been building my own programming language called W-Language. The...
Apple skips its high-end M6 chips for an AI-first M7
The Next Web AI 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Apple skips its high-end M6 chips for an AI-first M7
Apple is breaking its own playbook. It will skip the high-end versions of its M6 chip and leap to an AI-focused M7 line. Apple M7 chips, not the M6, will power
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
The AI reviewer scored 23/25 and missed the point
I've been building an AI-assisted editorial pipeline for my technical writing. Notion cards become markdown drafts in the repo, pass through review, then sync t
I built an AI-powered movie curator with Python and Streamlit — here's what I learned
Dev.to · Claudio Marcelino 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
I built an AI-powered movie curator with Python and Streamlit — here's what I learned
I've been a movie person my whole life. Growing up in the 80s and 90s, I'd go to the video store...
The AI Filmmaking Checklist That Saved Me Weeks of Regeneration
Hackernoon 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
The AI Filmmaking Checklist That Saved Me Weeks of Regeneration
Drawing from the production of an AI-generated animated series, the author argues that successful AI filmmaking depends less on prompt writing than on disciplin
Why generating code isn’t the same as code intelligence
Dev.to · Łukasz Jaźwa CTO CodeQA 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Why generating code isn’t the same as code intelligence
AI code generation tools can spin up a new endpoint, a data model, or a UI flow in minutes. The...
Neural Steganography: When Images Become Covert Data Channels
Medium · Deep Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Neural Steganography: When Images Become Covert Data Channels
How learned encoders are turning ordinary images into adaptive, undetectable carriers — and what that means for security Continue reading on Medium »
AI Coding Agents Need Runtime Telemetry Before Commit Telemetry
Dev.to · Assili Salim 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
AI Coding Agents Need Runtime Telemetry Before Commit Telemetry
A new arXiv paper published on June 23, 2026 scanned more than 180 million Git repositories to detect...
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
AI Coding Agents Are Entering the Supply Chain. Runtime Observability Has Not Caught Up.
A new arXiv paper published on June 23, 2026 makes a simple point with uncomfortable implications: Continue reading on Medium »
AI Coding Benchmarks Are Breaking — And That’s a Good Thing
Medium · Programming 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
AI Coding Benchmarks Are Breaking — And That’s a Good Thing
For the last two years, the story around AI software engineering has been simple: coding models are getting better, benchmarks are going… Continue reading on Me
Introducing OmniCore: A Neural Brain for Your Game’s NPCs
Dev.to · Ahad pro Gamer 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Introducing OmniCore: A Neural Brain for Your Game’s NPCs
Before this ever reaches a formal release, I want other game developers to put it through real...
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 »
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
GLM-5.2’s Code Reviews Are Only as Good as Your Prompt
GLM-5.2 from Z.ai has been one of the most talked-about open-weight models since it launched, and we have made it our daily driver to see how it performs on var
AI commoditized code, not software. Developers keep confusing the two.
Dev.to · Aditya Agarwal 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
AI commoditized code, not software. Developers keep confusing the two.
People has responded in different ways to a recent tweet by Pieter Levels where he explains he...
AI Didn't Replace Developers. It Changed How We Build Software.
Dev.to · TuanPK Builds 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
AI Didn't Replace Developers. It Changed How We Build Software.
For years, software development followed a familiar pattern: Idea → Team → Funding → Development →...
I Tested ZCode With GLM-5.2 Against Cursor. The Truth.
Medium · Programming 💻 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 »
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 »
5 Ways to Stop Data from Leaking Out of Your n8n AI Workflows
Dev.to · Asil Ozyildirim 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
5 Ways to Stop Data from Leaking Out of Your n8n AI Workflows
If you're running AI workflows in n8n that touch real customer data — emails, phone numbers, account...
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
The Verge 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
It’s now the Arduino Uno Q’s turn to get a price hike
Arduino's Raspberry Pi-like microcomputer the Uno Q is joining many other devices in getting a price hike this week. The 2GB version of the Uno Q, which is powe
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Spec-Driven Development: Ship Reliable Software Faster with AI
You know exactly what your users need—you've lived in their world. But every time you ask Claude or Cursor to build it, you get buggy code that misses the point
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 »
The Loupe — training your eye to catch AI's bugs before you ship
Dev.to · KYUNGHWAN KIM 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
The Loupe — training your eye to catch AI's bugs before you ship
AI writes the code in seconds. The question nobody answers: is it actually right? I'm building The...
Cursor AI Explained for Beginners: Rules, Skills, Hooks, MCP, Plugins, Automation & Customization (With Real Examples)
Dev.to · Muhammad Usman 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Cursor AI Explained for Beginners: Rules, Skills, Hooks, MCP, Plugins, Automation & Customization (With Real Examples)
When I first started using Cursor AI, I thought it was just an AI-powered code editor. After...