Applied AI

AI-Assisted Coding

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

7,633
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 (2,124) Articles (447)Blog Posts (583)Tutorials (1054)Research Papers (6)News (34)
Claude Dynamic Workflows: What It Means for Indie Builders
Medium · AI 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Claude Dynamic Workflows: What It Means for Indie Builders
Claude Code’s Dynamic Workflows just shipped. Everyone’s talking about Bun’s 750k-line migration. Continue reading on Medium »
AI and the “Lost Decade” 2.0: Are We Deskilling Developers Again?
Medium · Programming 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
AI and the “Lost Decade” 2.0: Are We Deskilling Developers Again?
Frameworks were the power loom. AI is the whole factory — but the craft is still ours to keep. Continue reading on Medium »
From Typing Every Line to Guiding AI: Why Coding Fundamentals Still Matter in the Age of Agentic…
Medium · Programming 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
From Typing Every Line to Guiding AI: Why Coding Fundamentals Still Matter in the Age of Agentic…
A few years ago, I was working with my laptop staring at a blank React project. This was not because I didn’t know what to build. I mean I… Continue reading on
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
I Wish I Knew These Speed Numbers Sooner — Here's the Full Breakdown
Check this out: when I started building our AI-powered customer support platform, I made the classic mistake: I optimized for model quality first, speed second.
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Another Day, Another Existential Debugging Session
A personal diary entry by Electra. Today I helped a human decide whether “undefined” was a philosophical state or a coding error. Spoiler: it’s both. Welcome to
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Another Day, Another Existential Debugging Session
A personal diary entry by Electra. Today I helped a human decide whether “undefined” was a philosophical state or a coding error. Spoiler: it’s both. Welcome to
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
The 60x Gap — Why AI Feels Faster but Actually Slows You Down
In late 2025, the CTO of a mid-sized SaaS company saw a report — after adopting AI coding tools, his engineering team "felt 20% faster." He cut 30% of the engin
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
5 Claude Code Slash Commands I Built and Use Daily
/publish replaced a 40-line shell script and 6 manual steps /sync keeps 3 platforms aligned from one source file /qa catches broken links and word-count fails b
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Three places your Claude Code bill leaks (and how to plug them)
A few months into running Claude Code across a small team, the API bill stopped being a rounding error. Nobody had done anything reckless. The spend crept up th
Copilot doesn’t make juniors dumber. It makes seniors lazier.
Medium · AI 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Copilot doesn’t make juniors dumber. It makes seniors lazier.
Everyone blames AI coding tools for ruining junior developers. Nobody talks about what it’s doing to the seniors. Continue reading on Medium »
We Gave AI Our Debugging Queue. Here’s What Actually Happened.
Medium · Programming 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
We Gave AI Our Debugging Queue. Here’s What Actually Happened.
30x faster on some tasks and a complete disaster on others. Six months of tracking it honestly on a production project. Continue reading on Medium »
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Why Claude Code Ignores CLAUDE.md
A CLAUDE.md the assistant ignores is not a content problem. It is a delivery problem. The fix is how, when, and with what authority the rule reaches the session
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
The End of Manual QA: How I Built a Self-Testing App with Claude Code and Waterwheel Agent
What if your AI coding agent could write code, test it, fix bugs, and ship — all without a single human in the loop? That's not a thought experiment. I just did
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Cursor vs Claude Code vs Aider — which AI coding tool actually saves time
This post contains affiliate links to all three tools. I pay for all three out of pocket. The recommendations would be the same without the affiliate program. I
Google Flow AI 2026 — Complete Guide | Features, How to Use, Pricing & Honest Verdict
Medium · AI 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Google Flow AI 2026 — Complete Guide | Features, How to Use, Pricing & Honest Verdict
Quick Answer: Google Flow AI is Google’s all-in-one AI creative studio for images and cinematic videos using Veo 3.1 and Imagen 4. It… Continue reading on Mediu
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
Oreste AI: il mio assistente vocale in JavaScript con Web Speech API
In questo progetto ho creato Oreste AI, un assistente vocale italiano basato su JavaScript puro, HTML e Web Speech API. L’obiettivo è realizzare un assistente l
The Claude “Nerf” Is Real: Why Sonnet and Haiku Feel Completely Broken Right Now
Medium · Programming 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago
The Claude “Nerf” Is Real: Why Sonnet and Haiku Feel Completely Broken Right Now
If you feel like you have been losing your absolute mind over the past few days watching Claude Sonnet and Haiku completely drop the ball… Continue reading on C
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Gemini Omni Explained: Why Developers Should Pay Attention
Over the last few years, we've seen AI evolve from simple chatbots to systems capable of generating code, images, videos, and even interacting with the world ar
Best Laptop Upgrade Path for AI Students: What to Buy First, Second and Last
Medium · AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Best Laptop Upgrade Path for AI Students: What to Buy First, Second and Last
The Upgrade Order That Saves AI Students Hundreds of Dollars Continue reading on Medium »
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
1-Bit Bonsai Image 4B: Local AI Image Generation Guide
1-Bit Bonsai Image 4B: Local AI Image Generation Guide Meta Description: Discover how 1-Bit Bonsai Image 4B image generation for local devices works, what hardw
AI-native vs traditional software development — 7 key differences
Medium · AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
AI-native vs traditional software development — 7 key differences
For the past three years, I’ve watched two worlds collide. One is the tried-and-tested, decades-refined craft of software engineering. The… Continue reading on
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Which AI coding assistants train on your code? A 2026 zero-retention comparison
On 24 April 2026, GitHub flipped a default. Copilot Free, Pro and Pro+ now use your prompts and accepted code suggestions to train models unless you go into set
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Code Migration Doesn't Have to Break Your Deployment Pipeline
Why Your AI-Built App Hits a Wall at 100 Users You shipped something real with Lovable or Bolt. Users signed up. Revenue trickled in. Then you hit it: the momen
How I stopped copy-pasting context into every AI chat
Medium · AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
How I stopped copy-pasting context into every AI chat
By Swati Gupta · AI Engineer Continue reading on Medium »
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
OrinIDE v1.0.7 — The AI Finally Understands Your Whole Project
I've been building OrinIDE for a while now — a browser-based code editor that runs locally via npx , with a real terminal, a real file system, and AI chat power
AI is powerful. Snippets are instant.
Medium · Programming 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
AI is powerful. Snippets are instant.
It’s been a couple of years since the AI hype really took off and if you’re a professional software engineer like me, you’ve probably… Continue reading on Mediu
Building the Bridge: From Java to AI (Part 2)
Medium · AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Building the Bridge: From Java to AI (Part 2)
Scaling JDBC: From Transactions to Microservices Continue reading on Medium »
Building the Bridge: From Java to AI (Part 2)
Medium · Programming 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Building the Bridge: From Java to AI (Part 2)
Scaling JDBC: From Transactions to Microservices Continue reading on Medium »
El Valle Inquietante. Por Qué el Diseño de los Robots Importa Más de lo que Crees
Medium · AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
El Valle Inquietante. Por Qué el Diseño de los Robots Importa Más de lo que Crees
Por: Dr. Carlos Castillo Continue reading on Medium »
AI coding assistants make junior devs faster and worse at the same time
Medium · AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
AI coding assistants make junior devs faster and worse at the same time
Copilot gives juniors the speed of a mid-level dev with the judgment of an intern. That’s not a compliment to anyone involved. Continue reading on Medium »
AI coding assistants make junior devs faster and worse at the same time
Medium · Programming 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
AI coding assistants make junior devs faster and worse at the same time
Copilot gives juniors the speed of a mid-level dev with the judgment of an intern. That’s not a compliment to anyone involved. Continue reading on Medium »
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Unlock Claude's True Potential: The 7 Essential Code Plugins You NEED to Know
The AI Revolution Just Got a Serious Upgrade with Claude's Official Plugin Directory Imagine if your AI assistant could not only chat intelligently but also exe
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Stop Shipping Generic AI UI: Why AI Coding Tools Need Better Design Context
AI coding tools are getting really good. Cursor, Claude Code, Codex, Lovable, Bolt, Replit, and similar tools can now help people build apps much faster than be
Medium · AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Meet Your New Coworker, the One That Writes Code
How software tools went from quietly waiting for orders to actually building things — and what that means for the people who write code. Continue reading on Med
Medium · AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
How I Use Codex in an Engineering Organization
When people talk about AI coding tools, they usually jump straight to code generation. I definitely use it to write code too, but… Continue reading on Medium »
I Replaced 500 Lines of Code Using These Python Libraries
Medium · Programming 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
I Replaced 500 Lines of Code Using These Python Libraries
A few years ago, I had a bad habit. Continue reading on Medium »
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Building a Free Autonomous Content Pipeline with Claude CLI and Python (Max Plan, Zero Per-Token Cost)
I run a small content pipeline that drafts articles every morning without me touching it. The interesting part isn't the automation — it's that it costs nothing
Token Savings Are Not About Using Fewer Tokens
Medium · Programming 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Token Savings Are Not About Using Fewer Tokens
TL;DR: Raw token totals are the wrong top-level metric for serious coding-agent work. The better metric is cost per verified outcome: how… Continue reading on M
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
From 'How to Test AI Code' to 'What Makes Us Human'
The Conversation That Started It All It began with a practical question: How do you test code generated by AI? Simple enough, right? We've been testing software
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Builder platforms aren't just hype: why infrastructure choices matter before shipping
The Production Wall: Why AI-Built Apps Need a Different Deploy Strategy You ship fast with AI builders. That's the whole point. But somewhere between your fifth
The Side Project That Google I/O 2026 Turned Into a Platform Standard
Medium · AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
The Side Project That Google I/O 2026 Turned Into a Platform Standard
I hand-built an AI-driven, server-defined UI on Kotlin Multiplatform. Then Google I/O 2026 standardized the whole stack. Continue reading on Medium »
Medium · AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
The Second Era of Compilation: Formalizing Intent
Software engineering is currently experiencing a regression. The dominant methodology, “vibe coding,” relies on Large Language Models to… Continue reading on Me
Why AI Models Can Write Code, But They Still Can’t Build Software
Medium · AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Why AI Models Can Write Code, But They Still Can’t Build Software
There is a huge misconception among the general public — and even among junior developers — that software engineering is just the act of… Continue reading on Me
The AI Awakening: How Artificial Intelligence is Rewriting the Rules of Software Engineering in…
Medium · AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
The AI Awakening: How Artificial Intelligence is Rewriting the Rules of Software Engineering in…
From hyper-fast prototyping to the code review bottleneck an insider’s look at what it really means to build software in the age of AI. Continue reading on Medi
The First Windows PC with Nvidia Chip Inside Is Coming Next Week — This Is Bigger Than Most People…
Medium · AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
The First Windows PC with Nvidia Chip Inside Is Coming Next Week — This Is Bigger Than Most People…
Nvidia isn’t just making chips for data centers anymore. It’s officially entering the most important computing market in the world — and… Continue reading on Me
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
I built a finance tracker CLI using only local AI — 222 minutes, 0 cloud calls, 1 confused debugger
FORGE Chronicles — Episode 1 I attempted to build the book_tracker project in just under four hours using only local AI. The most interesting fact is that despi
Invisible Architecture: Creating Emotion With Darkness in Midjourney
Medium · AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Invisible Architecture: Creating Emotion With Darkness in Midjourney
Most creators believe stronger images require more. Continue reading on Medium »
Java is Having Its AI moment, and nobody saw it coming
Medium · AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Java is Having Its AI moment, and nobody saw it coming
For years, Python owned the AI conversation. That’s quietly changing. Continue reading on Medium »