Applied AI

AI-Assisted Coding

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

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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 (9,032) Articles (1873)Blog Posts (4609)Tutorials (1869)Research Papers (396)News (285)
I Bought 128GB of Unified Memory to Run Local Coding Models. Here’s What Actually Worked.
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 4h ago
I Bought 128GB of Unified Memory to Run Local Coding Models. Here’s What Actually Worked.
A week of AI-assisted coding with Gemma 4 running entirely on a MacBook Pro M5, from infinite loops to a fast, reliable local setup. Continue reading on Medium
Companies Still Running Coding Interviews Will Be the Losers of the AI Era
Medium · Data Science 💻 AI-Assisted Coding ⚡ AI Lesson 6h ago
Companies Still Running Coding Interviews Will Be the Losers of the AI Era
The man who built Claude Code hasn’t hand-written code in months. AI writes a third of Big Tech’s codebase. And yet most companies still… Continue reading on Me
Pre-allocate Like a Pro
Dev.to · Sukhpinder Singh 💻 AI-Assisted Coding ⚡ AI Lesson 6h ago
Pre-allocate Like a Pro
I’ve been playing with C# 15 quite a bit this week, and after yesterday’s post about the new with()...
The Real Divide in the AI Economy Isn't Human vs. Machine
Hackernoon 💻 AI-Assisted Coding ⚡ AI Lesson 7h ago
The Real Divide in the AI Economy Isn't Human vs. Machine
The article argues that AI is transforming rather than replacing technical jobs. It contends that developers who combine AI with strong engineering fundamentals
Here's Why Code Review Is Having Trouble Scaling to the AI Era
Hackernoon 💻 AI-Assisted Coding ⚡ AI Lesson 7h ago
Here's Why Code Review Is Having Trouble Scaling to the AI Era
Code review was built for a world where the supply of code was bounded by how fast a person could write it. That world is over, and the tools built to keep pace
Make Your Claude Subscription Last 3x Longer: Lossless Context Compression for Claude Code
Medium · AI 💻 AI-Assisted Coding ⚡ AI Lesson 8h ago
Make Your Claude Subscription Last 3x Longer: Lossless Context Compression for Claude Code
Magic Compact enables aggressive, lossless context compression that dramatically reduces token costs and makes your coding subscriptions… Continue reading on Me
Make Your Claude Subscription Last 3x Longer: Lossless Context Compression for Claude Code
Medium · Programming 💻 AI-Assisted Coding ⚡ AI Lesson 8h ago
Make Your Claude Subscription Last 3x Longer: Lossless Context Compression for Claude Code
Magic Compact enables aggressive, lossless context compression that dramatically reduces token costs and makes your coding subscriptions… Continue reading on Me
Second article on my journey with the robot, now on building a physical API. CAN bus telemetry with a Rust daemon, dashboards and alerts, and a live 3D copy of the arm mirroring the real one.
Dev.to · Daniel Romero 💻 AI-Assisted Coding ⚡ AI Lesson 10h ago
Second article on my journey with the robot, now on building a physical API. CAN bus telemetry with a Rust daemon, dashboards and alerts, and a live 3D copy of the arm mirroring the real one.
Building a physical API ...
8 Ways Universities & Colleges Can Embrace AI in the Classroom
Medium · AI 💻 AI-Assisted Coding ⚡ AI Lesson 10h ago
8 Ways Universities & Colleges Can Embrace AI in the Classroom
Discover 8 practical ways universities can use AI to improve teaching, learning, and student success in today's digital age. Continue reading on Medium »
AI Isn’t Replacing Software Engineers. It’s Changing What Great Engineers Do.
Medium · AI 💻 AI-Assisted Coding ⚡ AI Lesson 12h ago
AI Isn’t Replacing Software Engineers. It’s Changing What Great Engineers Do.
AI is changing software development faster than ever. Learn why AI engineers are in demand, what employers expect, and how developers can… Continue reading on M
AI Isn’t Replacing Software Engineers. It’s Changing What Great Engineers Do.
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 12h ago
AI Isn’t Replacing Software Engineers. It’s Changing What Great Engineers Do.
AI is changing software development faster than ever. Learn why AI engineers are in demand, what employers expect, and how developers can… Continue reading on M
AI Isn’t Replacing Software Engineers. It’s Changing What Great Engineers Do.
Medium · Programming 💻 AI-Assisted Coding ⚡ AI Lesson 12h ago
AI Isn’t Replacing Software Engineers. It’s Changing What Great Engineers Do.
AI is changing software development faster than ever. Learn why AI engineers are in demand, what employers expect, and how developers can… Continue reading on M
Python Is Quietly Becoming the Operating System of AI
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 12h ago
Python Is Quietly Becoming the Operating System of AI
Python now holds 26.14% of the TIOBE Index — the highest rating ever. Here’s why Python isn’t just a language. It’s becoming the operating… Continue reading on
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 16h ago
Why Your AI Product’s Cost Per Request Is About to Double — And Nobody Told You
Your AI Product’s Cost Per Request Is About to Double — And Nobody Told You. Continue reading on GoPenAI »
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 17h ago
AI Rewriting PHP with Rust Ins…
Originally published at norvik.tech Introduction Explore how AI is transforming PHP development through Rust. Deep technical analysis for developers and busines
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 17h ago
How to Give AI Coding Agents Access to Your Product Docs
Short answer: You give AI coding agents access to your product docs by exposing your documentation through an MCP server or a retrieval API, then registering it
Synopsys pulls back from chip fab software to chase AI design margins
The Next Web AI 💻 AI-Assisted Coding ⚡ AI Lesson 18h ago
Synopsys pulls back from chip fab software to chase AI design margins
Synopsys, the US chip design software giant, is preparing to walk away from the manufacturing control software that helps run the world’s semiconductor fabs, an
Medium · Programming 💻 AI-Assisted Coding ⚡ AI Lesson 18h ago
12 C# Features That Feel Like Magic (Yet Most Developers Never Use)
Most developers aren’t limited by C# — they’re limited by the version of C# they still write. Continue reading on Medium »
Stress-Testing Google’s New Colab CLI: What It’s Actually Good For, and Where It Breaks
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 20h ago
Stress-Testing Google’s New Colab CLI: What It’s Actually Good For, and Where It Breaks
GA Colab CLI was released by Google on June 5, 2026 (googlecolab/google-colab-cli on GitHub). The premise is that your terminal (or AI… Continue reading on Medi
Tutorial: connect Twilio voice to GPT-4o realtime in 80 lines: field controls that hold
Dev.to · isabelle dubuis 💻 AI-Assisted Coding ⚡ AI Lesson 22h ago
Tutorial: connect Twilio voice to GPT-4o realtime in 80 lines: field controls that hold
Tutorial: connect Twilio voice to GPT-4o realtime in 80 lines should not be treated as filler...
The real skill in AI coding is knowing what you don’t know.
Medium · Programming 💻 AI-Assisted Coding ⚡ AI Lesson 22h ago
The real skill in AI coding is knowing what you don’t know.
Working with Fable keeps teaching me the same old lesson: the map is not the territory. Continue reading on Medium »
AI Makes Me Too Confident, Which Is Bad
Medium · AI 💻 AI-Assisted Coding ⚡ AI Lesson 22h ago
AI Makes Me Too Confident, Which Is Bad
I’m a senior engineer, picking up game dev. AI doesn’t make things easier. Instead it hides areas I’m supposed to learn. Continue reading on Medium »
AI Makes Me Too Confident, Which Is Bad
Medium · Programming 💻 AI-Assisted Coding ⚡ AI Lesson 22h ago
AI Makes Me Too Confident, Which Is Bad
I’m a senior engineer, picking up game dev. AI doesn’t make things easier. Instead it hides areas I’m supposed to learn. Continue reading on Medium »
The TypeScript `satisfies` Operator in 2026: Patterns You Are Still Missing
Dev.to · jsmanifest 💻 AI-Assisted Coding ⚡ AI Lesson 22h ago
The TypeScript `satisfies` Operator in 2026: Patterns You Are Still Missing
Five advanced patterns that unlock the full power of TypeScript's satisfies operator—from type-safe configs to branded types that bridge runtime validation with
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 1d ago
How to get 50% off Cursor Pro and run Fable 5 for cheaper
Cursor is currently the best AI code editor, and with the recent releases of Claude Fable 5, Claude Sonnet 5, and the preview of GPT-5.6, there is a lot of reas
The AI Coding Tool You Use Is Now a Hiring Signal
Dev.to · Carl-W 💻 AI-Assisted Coding ⚡ AI Lesson 1d ago
The AI Coding Tool You Use Is Now a Hiring Signal
You open a job post for a senior backend role. The stack is what you would expect: TypeScript,...
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 1d ago
Git Worktrees for Parallel AI Coding Agents: The Complete 2026 Workflow
The Problem With Running Multiple AI Agents on One Checkout If you've tried running two AI coding agents (or juggling two features yourself) in the same git che
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 1d ago
Introducing ClaimMate AI – We'd Love Your Feedback
Hello, My name is Marc, and I’m the founder of ClaimMate AI . I’ve built an AI software engineering platform that helps developers build, explain, debug, test,
TensorSharp supports Vulkan backend
Dev.to · Zhongkai Fu 💻 AI-Assisted Coding ⚡ AI Lesson 1d ago
TensorSharp supports Vulkan backend
Due to high Vulkan backend demand, I update TensorSharp and release the initial version of GGML...
Top 10 Reasons Software Teams Fail in the AI Era
Medium · AI 💻 AI-Assisted Coding ⚡ AI Lesson 1d ago
Top 10 Reasons Software Teams Fail in the AI Era
AI is changing the economics of software: code is becoming cheaper, but business clarity, fast validation, and engineering judgment are… Continue reading on Med
Software Engineer Interview Process at AI Startups
Medium · AI 💻 AI-Assisted Coding ⚡ AI Lesson 1d ago
Software Engineer Interview Process at AI Startups
The software engineer interview process at an AI startup isn’t the same as what you’d experience at Google or Microsoft. It’s faster, less… Continue reading on
Software Engineer Interview Process at AI Startups
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1d ago
Software Engineer Interview Process at AI Startups
The software engineer interview process at an AI startup isn’t the same as what you’d experience at Google or Microsoft. It’s faster, less… Continue reading on
Software Engineer Interview Process at AI Startups
Medium · Data Science 💻 AI-Assisted Coding ⚡ AI Lesson 1d ago
Software Engineer Interview Process at AI Startups
The software engineer interview process at an AI startup isn’t the same as what you’d experience at Google or Microsoft. It’s faster, less… Continue reading on
Building a Deepfake Detection System That Actually Explains Its Decisions
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1d ago
Building a Deepfake Detection System That Actually Explains Its Decisions
Why fraud teams need more than a confidence score Continue reading on Medium »
Lessons from building a free transcription tool that actually handles long videos
Dev.to · PawmelMeller 💻 AI-Assisted Coding ⚡ AI Lesson 1d ago
Lessons from building a free transcription tool that actually handles long videos
Most free transcription tools quietly cap you at ~15 minutes, or hold your transcript hostage behind...
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 1d ago
AI Coding Agents in 2026: 8 Tools That Actually Ship Production Code
🔑 KeyManager: 3 OpenRouter keys loaded AI Coding Agents in 2026: 8 Tools That Actually Ship Production Code I spent six weeks last year wrestling with a legacy
I wanted a better way to code with ChatGPT, so I built SVI
Dev.to · Aleksandr Razinkin 💻 AI-Assisted Coding ⚡ AI Lesson 1d ago
I wanted a better way to code with ChatGPT, so I built SVI
I've been using ChatGPT for coding for quite a while, but after some time, I realized that I was...
I Cut 1,300 Lines of CLAUDE.md — My Token Bill Dropped 75%
Medium · Programming 💻 AI-Assisted Coding ⚡ AI Lesson 1d ago
I Cut 1,300 Lines of CLAUDE.md — My Token Bill Dropped 75%
y CLAUDE.md went from 1,300 lines to 339 lines, and my token spend dropped 75%, without deleting a single rule. Continue reading on Medium »
Anthropic Just Dropped a Banger on “Loops” and It Quietly Changes How You Should Use Your Coding…
Medium · Programming 💻 AI-Assisted Coding ⚡ AI Lesson 1d ago
Anthropic Just Dropped a Banger on “Loops” and It Quietly Changes How You Should Use Your Coding…
My honest take on the Claude Code team’s new framing — and why I think most people are still using their coding agent wrong. Continue reading on Medium »
AI CLI Tools Are Eating Each Other's Lunch
Dev.to · Tracepilot 💻 AI-Assisted Coding ⚡ AI Lesson 1d ago
AI CLI Tools Are Eating Each Other's Lunch
AI CLI Tools Are Eating Each Other's Lunch Here's what's happening in 2026. Every AI...
Loop Engineering: The Skill That Just Made Your AI Workflow Obsolete
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1d ago
Loop Engineering: The Skill That Just Made Your AI Workflow Obsolete
I Stopped Prompting AI. Now It Prompts Itself — While I Sleep. Continue reading on Medium »
We built a real-time Pokémon TCG AR overlay for live streams and open-sourced everything
Medium · Deep Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1d ago
We built a real-time Pokémon TCG AR overlay for live streams and open-sourced everything
No chips, no special board. Just a webcam, a gaming PC, and open-source AI. Continue reading on Medium »
ZDNet 💻 AI-Assisted Coding ⚡ AI Lesson 1d ago
I tested the new Claude Desktop on Linux - here's how it compares to rival apps
Claude Code finally has an official Linux desktop app. It's a great option, but trying to use local AI is where things get tricky.
The Python Roadmap for AI Engineering in 2026: What You Actually Need to Learn
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1d ago
The Python Roadmap for AI Engineering in 2026: What You Actually Need to Learn
Stop wasting time learning the wrong Python. Here’s the roadmap that takes you from Python basics to building real AI applications. Continue reading on Medium »
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 1d ago
Your AI Knows Everything About React. It Knows Nothing About Your React Project.
There is a gap that most developers do not think about until it causes a problem. The AI you use every day has been trained on enormous amounts of React code. I
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 1d ago
I Built a Free AI Architect to Stop Spaghetti Code in GitHub Actions
Let’s be honest: reviewing Pull Requests for architectural flaws is exhausting. While ESLint is great at yelling at you for missing semicolons, it won’t say a w
Alibaba Bans Employees From Using Claude Code Following Security Concerns
Medium · AI 💻 AI-Assisted Coding ⚡ AI Lesson 1d ago
Alibaba Bans Employees From Using Claude Code Following Security Concerns
China’s Alibaba Group has directed all employees to stop using Anthropic’s AI-powered coding assistant Claude Code by July 10, citing… Continue reading on Mediu
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 1d ago
Cursor Pricing 2026: Free vs Pro vs Ultra — Which Plan?
Cursor is a popular Agentic AI coding tool, helping developers improve productivity, and even helping SaaS founders with no coding background build fully functi