Applied AI

AI-Assisted Coding

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

13,348
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 (9,372) Articles (1964)Blog Posts (4781)Tutorials (1921)Research Papers (411)News (295)
I Got Tired of Applying to 200 Jobs Manually. So I Built an AI That Does It For Me.
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
I Got Tired of Applying to 200 Jobs Manually. So I Built an AI That Does It For Me.
How a grad school frustration turned into a full-stack AI job application platform and what I learned building it. Continue reading on Medium »
The Trillion-Dollar Token Trap: Why Microsoft and Uber Are Pulling the Plug on Cloud AI Billing
Hackernoon 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
The Trillion-Dollar Token Trap: Why Microsoft and Uber Are Pulling the Plug on Cloud AI Billing
The cloud AI boom is hitting a massive financial wall as usage based token billing causes catastrophic enterprise budget overruns. With Uber burning its annual
Your AI Chat Will Break in Production: 3 Lifecycle Bugs Nobody Warns You About
Hackernoon 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Your AI Chat Will Break in Production: 3 Lifecycle Bugs Nobody Warns You About
TL;DR: A stream and React are two different lifecycles — fail to sync them and your AI chat breaks silently in prod. Three fixes: (1) Stream Identity — unique I
From Data Bottlenecks to Harness Bottlenecks: How AI Products Are Changing
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
From Data Bottlenecks to Harness Bottlenecks: How AI Products Are Changing
Earlier AI products were hard because teams had to discover, clean, refine, and train on the right data. Modern AI products are becoming… Continue reading on Me
Ideogram-4-FP8 Brings High-Quality Text-to-Image Generation to More Hardware
Hackernoon 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Ideogram-4-FP8 Brings High-Quality Text-to-Image Generation to More Hardware
Ideogram-4-FP8 offers strong AI text rendering, structured JSON prompts, and flexible resolutions, but comes with major license limits.
AI Coding Agents Have a Cost Visibility Problem
Hackernoon 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
AI Coding Agents Have a Cost Visibility Problem
AI coding agents need cost-aware scheduling, model routing, budgets, and caching to keep enterprise AI spend visible and controlled.
Decoding Intent: How We Engineered an AI to Bridge Ancient Geomancy and Forensic NLP
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Decoding Intent: How We Engineered an AI to Bridge Ancient Geomancy and Forensic NLP
In classical divination systems, the structural weight of a question dictates the entire mathematical framework used to solve it. A seeker… Continue reading on
Claude Code Mastery Roadmap: Topics Every Developer Should Learn
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Claude Code Mastery Roadmap: Topics Every Developer Should Learn
Claude Code is worth learning because the way developers work is changing. Not in a vague future-tense way. It is already happening inside… Continue reading on
Making Claude actually useful for frontend work
Medium · JavaScript 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Making Claude actually useful for frontend work
Every frontend engineer I know has tried Claude (or Cursor, or Copilot, or one of the others). Continue reading on Medium »
This ChatGPT Prompt Turns Any Photo Into a Vintage Masterpiece
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
This ChatGPT Prompt Turns Any Photo Into a Vintage Masterpiece
There is something quietly powerful about a photo that looks like it was taken fifty years ago. The warm grain, the faded edges, the muted… Continue reading on
The Metric Playbook for AI PMs:  Five Layers, Four Practices, One Checklist
Medium · Startup 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
The Metric Playbook for AI PMs: Five Layers, Four Practices, One Checklist
From model accuracy to business revenue — a framework for AI product managers about metrics, data-analysis, decisions, and tradeoffs. Continue reading on AI Adv
The Metric Playbook for AI PMs:  Five Layers, Four Practices, One Checklist
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
The Metric Playbook for AI PMs: Five Layers, Four Practices, One Checklist
From model accuracy to business revenue — a framework for AI product managers about metrics, data-analysis, decisions, and tradeoffs. Continue reading on AI Adv
6 Spring Boot AI Integrations That Will Blow Your Mind.
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
6 Spring Boot AI Integrations That Will Blow Your Mind.
What if is I told you that the adding AI to your Spring Boot application no longer requires months of machine learning experience… Continue reading on Towards A
Simple Claude Code Tips I Use Every Day to Level Up
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Simple Claude Code Tips I Use Every Day to Level Up
A practical, no-fluff playbook for AI engineers — how I get Claude Code to actually help with real engineering work: understanding… Continue reading on Medium »
Medium · Startup 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
WANT TO BUILD STARTUP IN AI ML CAREER
i am 20 years old and i want build my startup but i don’t have money and no skill so i improve my skill and buIld startup Continue reading on Medium »
The Day You Stop Copying Code Is the Day You Start Becoming a Developer
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
The Day You Stop Copying Code Is the Day You Start Becoming a Developer
Every programmer starts the same way. Continue reading on Medium »
Vibe Coding Is Not What You Think: Prompts, MCP, and Cybersecurity for the Next Generation of…
Medium · Cybersecurity 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Vibe Coding Is Not What You Think: Prompts, MCP, and Cybersecurity for the Next Generation of…
A year ago, if you wanted to build software, you needed to know how to code. Continue reading on Medium »
Reddit r/cybersecurity 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Your opinions about a learning style
What is your opinion about the following method? Instead of reading books, would it be more efficient to learn forensics, operating systems , powershell, web, e
Fhenix and Monaco Research Are Trying to Build a Dark Pool That Actually Works: Behind DeFi
Hackernoon 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Fhenix and Monaco Research Are Trying to Build a Dark Pool That Actually Works: Behind DeFi
Fhenix and Monaco Research have announced a research collaboration to explore FHE-based confidential trading infrastructure, covering dark pools, encrypted RFQ
Django + AI: The Ultimate Sync for Building Intelligent Web Applications in 2026
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Django + AI: The Ultimate Sync for Building Intelligent Web Applications in 2026
“Why build a normal web app when you can build an intelligent one?” Continue reading on Stackademic »
How Much VRAM Do You Actually Need for Local AI in 2026?
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
How Much VRAM Do You Actually Need for Local AI in 2026?
The Biggest VRAM Buying Mistake AI Users Make—How to Avoid It, What Will Still Feel Fast Three Years From Now & The Best VRAM Size for AI… Continue reading on M
How Much VRAM Do You Actually Need for Local AI in 2026?
Medium · Data Science 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
How Much VRAM Do You Actually Need for Local AI in 2026?
The Biggest VRAM Buying Mistake AI Users Make—How to Avoid It, What Will Still Feel Fast Three Years From Now & The Best VRAM Size for AI… Continue reading on M
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
LAI #128: Developers Using AI Were 19% Slower. They Thought They Were 20% Faster.
The vibe coding perception gap, plus agent retry patterns, DeepSeek V4 internals, and stateful research agents Continue reading on Towards AI »
I Shrank a YOLO Model by 10x and Deployed It on a $10 Chip — Here’s Everything I Learned
Medium · Deep Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
I Shrank a YOLO Model by 10x and Deployed It on a $10 Chip — Here’s Everything I Learned
How knowledge distillation, TensorRT INT8 quantization, and a custom .kmodel conversion pipeline got 22 FPS out of a K230 embedded… Continue reading on Medium »
Daring Fireball 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
The AI-Driven Resurgence of Native Mac App Development
Jason Snell at Six Colors, looking ahead to WWDC next week: These days, I’m getting emails pitching me for an endless stream of new Mac apps. It’s quite remarka
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Prompt caching is the cheapest Claude optimization. Nobody measures it.
Pull up the last week of Anthropic API bills from any team shipping a Claude-powered product. Two out of three of them are paying for… Continue reading on Mediu
Medium · JavaScript 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
I Built a Modern AI Assistant Using HTML, CSS, and JavaScript
AI-powered applications are everywhere, but many tutorials focus only on connecting an API and displaying a response. Continue reading on Medium »
Sound, Given a Body
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Sound, Given a Body
How I built a real-time music visualizer that doesn’t just react to the beat — it grooves with it. 127 million particles, a hidden strange… Continue reading on
I Built a Local AI System Inspector in Rust — and It Generates a PDF Report With No Cloud Required
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
I Built a Local AI System Inspector in Rust — and It Generates a PDF Report With No Cloud Required
A frustration with bloated monitoring tools turned into a clean CLI that uses a small local model to explain your own machine back to you. Continue reading on T
QDN : method vs property of type function in JS/TS class
Medium · JavaScript 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
QDN : method vs property of type function in JS/TS class
Quick Developer Note : the difference between declaring a method and declaring a function as a property in a TypeScript or JavaScript class Continue reading on
I Spent Months Talking About AI Prototyping. I Was Solving the Wrong Problem.
Medium · Startup 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
I Spent Months Talking About AI Prototyping. I Was Solving the Wrong Problem.
This is what I wish someone had told me before I built my first one. Continue reading on Bootcamp »
I Stopped Reading About AI and Started Building With It
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
I Stopped Reading About AI and Started Building With It
The moment I realized tutorials were making me feel productive instead of making me productive Continue reading on CodeToDeploy »
Copilot Becomes a Meter: What GitHub’s Token Billing Actually Changes
Medium · Startup 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Copilot Becomes a Meter: What GitHub’s Token Billing Actually Changes
Most people who use AI tools do not think about what is going on inside the meter. You pay your $20 a month, you ask the model 4,000… Continue reading on Medium
The Token-Burn Paradox: Why AI Companies Need Bad Coders To Be Profitable
Medium · Startup 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
The Token-Burn Paradox: Why AI Companies Need Bad Coders To Be Profitable
The Token-Burn Paradox: Bad engineers write vague prompts that spike AI bills, while elite coders are precise, flipping SaaS economics. Continue reading on Phil
Gen AI Didn’t Fix Enterprise Software’s Biggest Bottleneck
Hackernoon 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Gen AI Didn’t Fix Enterprise Software’s Biggest Bottleneck
We optimised for code generation speed while the real bottleneck — cognitive overhead and knowing where to make changes — stayed completely untouched.
Bauhaus Poster Generator
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Bauhaus Poster Generator
Building a side project with Python & AI-assisted programming Continue reading on Medium »
ContextSlice — Teaching AI Assistants to Read Code Like a Senior Developer
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
ContextSlice — Teaching AI Assistants to Read Code Like a Senior Developer
The problem nobody talks about Continue reading on Generative AI »
27 Tricks to Level Up Claude Code in 16 Minutes
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
27 Tricks to Level Up Claude Code in 16 Minutes
A practical breakdown of Nate Herk’s 27Claude Code hacks from beginner foundations to pro-level workflows. Continue reading on Medium »
Most Developers Are Missing This Claude Code Opportunity
Medium · Startup 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Most Developers Are Missing This Claude Code Opportunity
While everyone is using AI to write code faster, a small group is quietly building software companies with teams that don't exist. Continue reading on Medium »
How to Ship Production-Ready Apps Before Your AI Runs Out of Tokens
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
How to Ship Production-Ready Apps Before Your AI Runs Out of Tokens
The greatest bottleneck in modern web development isn’t the AI’s ability to write code — it’s the human’s ability to steer it efficiently. Continue reading on M
Stop Correcting Your AI. Configure It Instead.
Medium · UX Design 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Stop Correcting Your AI. Configure It Instead.
How to use instructions, skills, and evaluation loops to make Claude Code, Cursor, and Codex follow your workflow. Continue reading on Bootcamp »
El 90% que falta entre “instalar Ollama” y correr IA en producción
Medium · DevOps 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
El 90% que falta entre “instalar Ollama” y correr IA en producción
Cada semana veo el mismo patrón: alguien publica un tutorial de 10 minutos donde instala Ollama, corre un modelo, le hace una pregunta y… Continue reading on Me
Utilizando de IA para desenvolvimento de aplicações
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Utilizando de IA para desenvolvimento de aplicações
Como desenvolvedor de aplicações, tenho utilizado a IA para desenvolver aplicações e, para ser honesto, pelo uso que faço e tempo que… Continue reading on Mediu
Reddit r/webdev 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
CMU research study on spec-driven development — looking for open-source devs to interview (45-60 min, Zoom)
Hey everyone, I'm a researcher at Carnegie Mellon University conducting a research study on how developers are actually using spec-driven development (SDD) in p
Beyond Elo Scores: What 50,000 Human Evaluations Reveal About Why Modern TTS Models Still Lose
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Beyond Elo Scores: What 50,000 Human Evaluations Reveal About Why Modern TTS Models Still Lose
An analysis of Voice Arena’s pairwise evaluations across six languages reveals the recurring failure modes that continue to shape human… Continue reading on Med
TechRepublic 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Microsoft Unveils AI-Powered Windows Features for Developers
Microsoft’s Build 2026 Windows updates add developer setup tools, local AI models, Linux workflows, and agent security controls. The post Microsoft Unveils AI-P
I Used to Copy-Paste Code Everywhere Until This Python Concept Clicked
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
I Used to Copy-Paste Code Everywhere Until This Python Concept Clicked
For a long time, I thought I was becoming a better Python developer. Continue reading on Stackademic »
Why I Migrated My AI Image Pipeline From Replicate to Gemini (And What Broke)
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Why I Migrated My AI Image Pipeline From Replicate to Gemini (And What Broke)
One production bot, two providers, three different ways to lose a user’s face. A real migration breakdown: what pushed me, what fell apart… Continue reading on