Applied AI

AI-Assisted Coding

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

13,472
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 (9,492) Articles (1994)Blog Posts (4839)Tutorials (1953)Research Papers (411)News (295)
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
From Product Manager to Product Builder: What Building a Real SaaS MVP with AI Changed for Me
How AI-assisted development and Codex workflows compressed the distance between product thinking and real-world validation Continue reading on Medium »
Your AI Coder Just Got Smarter: 5 Ways to Personalize Modern Development Workflows
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Your AI Coder Just Got Smarter: 5 Ways to Personalize Modern Development Workflows
Imagine working with an AI coding assistant that does more than generate generic code snippets. Continue reading on Medium »
You’re Using Temperature Wrong — And It’s Silently Killing Your AI Products
Medium · Startup 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
You’re Using Temperature Wrong — And It’s Silently Killing Your AI Products
The production engineers aren’t cranking up randomness. They’re doing the opposite. Continue reading on Medium »
How I Cut My Claude Code Cost Usage in Half?
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
How I Cut My Claude Code Cost Usage in Half?
The easiest way to get more out of Claude, Cursor, Copilot, or any AI coding tool is not to “prompt better.” Continue reading on Medium »
I got Claude certified, here’s what I actually learned (and how I scored 100% on practice Tests)
Medium · DevOps 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
I got Claude certified, here’s what I actually learned (and how I scored 100% on practice Tests)
The CCFA isn’t what I expected. Here’s the honest breakdown what it tests, what it doesn’t, and whether it’s worth your time in 2026. Continue reading on Medium
Selenium with Python Training in Bangalore | Become an Automation Testing Expert
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Selenium with Python Training in Bangalore | Become an Automation Testing Expert
 Website: https://www.emexotechnologies.com/courses/selenium-with-python-certification-training-course Continue reading on Medium »
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
I Was Building AI Wrong at 2am
I still remember the exact moment I realised I was building it wrong. Continue reading on Medium »
Medium · Startup 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
I Was Building AI Wrong at 2am
I still remember the exact moment I realised I was building it wrong. Continue reading on Medium »
How I Built an AI Contract Generator That Freelancers Actually Use
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
How I Built an AI Contract Generator That Freelancers Actually Use
Hey everyone, I’m Alex. I recently built MikaAI — an AI-powered contract generator for freelancers and small businesses. I want to share… Continue reading on Me
How I Built an AI Contract Generator That Freelancers Actually Use
Medium · Startup 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
How I Built an AI Contract Generator That Freelancers Actually Use
Hey everyone, I’m Alex. I recently built MikaAI — an AI-powered contract generator for freelancers and small businesses. I want to share… Continue reading on Me
From a Shattered Screen to the Cloud: Building an AI Future with Termux in Nigeria
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
From a Shattered Screen to the Cloud: Building an AI Future with Termux in Nigeria
Most developers imagine their journey starting with a high-end MacBook, a dual-monitor setup, and a stable fiber-optic connection. For me… Continue reading on M
What AI Can and Cannot Do Today in Software Development — Jarroba
Medium · DevOps 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
What AI Can and Cannot Do Today in Software Development — Jarroba
Without Marketing Hype or Catastrophism: The Real State of AI Across the Software Lifecycle Continue reading on Medium »
Exploring PTZ Control and IP Camera Integration with SOAP and ONVIF
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Exploring PTZ Control and IP Camera Integration with SOAP and ONVIF
Understanding SOAP, WSDL, WS-Security and practical PTZ automation beyond RTSP video streaming. Continue reading on Medium »
I Traded a Memory Dashboard for Plain Markdown — and Claude Got Smarter
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
I Traded a Memory Dashboard for Plain Markdown — and Claude Got Smarter
Moving from claude-mem to Claude Code’s built-in memory system taught me what I actually needed. Continue reading on Medium »
Stop Paying for Cloud AI: How to Run Powerful Models Locally (and Privately) in 2026
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Stop Paying for Cloud AI: How to Run Powerful Models Locally (and Privately) in 2026
A complete guide to setting up your own private AI workflow for content creation and Python automation – completely free. Continue reading on Medium »
AI is creating a generation of people who can ship products they don’t understand.
Medium · Startup 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
AI is creating a generation of people who can ship products they don’t understand.
AI removed the friction of building. It didn’t remove the need to think. Continue reading on Medium »
How Claude Code’s new updates change daily coding work
Medium · DevOps 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
How Claude Code’s new updates change daily coding work
I spent a week using Auto Mode, Work Trees, and the new Agent View on real projects. Here’s what actually shifted in how I ship. Continue reading on Medium »
Most Developers Use Claude Code Like A Chatbot — The Best Teams Treat It Like Infrastructure
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Most Developers Use Claude Code Like A Chatbot — The Best Teams Treat It Like Infrastructure
The operational habits that separate productive AI-assisted engineering from expensive chaos Continue reading on Medium »
Streaming AI Responses: SSE vs ReadableStream vs Vercel AI SDK
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Streaming AI Responses: SSE vs ReadableStream vs Vercel AI SDK
Or: How I Stopped Waiting for Walls of Text and Made My AI Feel Alive (Without Losing My Sanity) Continue reading on Medium »
The Best Programming Languages for AI in 2026
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
The Best Programming Languages for AI in 2026
Artificial Intelligence in 2026 is no longer a niche field dominated by researchers writing experimental machine learning scripts in… Continue reading on Medium
The Best Programming Languages for AI in 2026
Medium · JavaScript 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
The Best Programming Languages for AI in 2026
Artificial Intelligence in 2026 is no longer a niche field dominated by researchers writing experimental machine learning scripts in… Continue reading on Medium
[ R&D LOG: MATTER IN SERVICE OF THE ALGORITHM ]
Medium · Cybersecurity 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
[ R&D LOG: MATTER IN SERVICE OF THE ALGORITHM ]
Designing deterministic hardware infrastructure and AI Execution Boundaries. Continue reading on Medium »
7 Surprising Facts About Python Try Except That Beginners Rarely Know
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
7 Surprising Facts About Python Try Except That Beginners Rarely Know
Why the built-in error handling is silently destroying your project and how this simple trick restores its maximum performance. Continue reading on CodeToDeploy
How to build a Claude Code/goal Better than 99% of People
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
How to build a Claude Code/goal Better than 99% of People
On May 13, 2026, Anthropic’s official account @ClaudeDevs announced a new command for Claude Code: “Claude Code /goal”! Continue reading on Medium »
The Most Common Misunderstanding About My AI Music Workflow
Medium · Data Science 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
The Most Common Misunderstanding About My AI Music Workflow
There is a major misunderstanding surrounding my work with generative AI music systems, particularly regarding platforms like Suno. Continue reading on Medium »
The New Era of AI Doesn’t Need Better Factories — It Needs Better Musicians
Medium · Startup 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
The New Era of AI Doesn’t Need Better Factories — It Needs Better Musicians
Big tech is racing to build AI factories. Continue reading on Medium »
Prompt Fluency as a Gatekeeping Mechanism: The New Digital Divide in Higher Education
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Prompt Fluency as a Gatekeeping Mechanism: The New Digital Divide in Higher Education
Two students sit side by side in a lecture hall. Both have laptops. Both have access to the same AI model. The first types: “write essay… Continue reading on Me
.NET AI Architect Laboratory: Making AI Work and Execute Tools (Phase 2)
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
.NET AI Architect Laboratory: Making AI Work and Execute Tools (Phase 2)
In Phase 1 of this project, we built a type-safe “Brain” using .NET 10 and Google Vertex AI. In Phase 2, we successfully gave hands and… Continue reading on Med
.NET AI Architect Laboratory: Making AI Work and Execute Tools (Phase 2)
Medium · RAG 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
.NET AI Architect Laboratory: Making AI Work and Execute Tools (Phase 2)
In Phase 1 of this project, we built a type-safe “Brain” using .NET 10 and Google Vertex AI. In Phase 2, we successfully gave hands and… Continue reading on Med
Medium · RAG 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
.NET AI Architect Laboratory: My Architectural Experiments and Learning Journey in the AI Ecosystem…
In an era where artificial intelligence technologies are advancing at breakneck speed, the best way to truly grasp new libraries and… Continue reading on Medium
5 Tech Career Paths Dominating the Next Decade (And How to Prep for Them)
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
5 Tech Career Paths Dominating the Next Decade (And How to Prep for Them)
In an era defined by rapid digital transformation, traditional career paths are evolving faster than ever. Continue reading on Medium »
Why We Let Engineers Drive AI QA
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Why We Let Engineers Drive AI QA
Most AI QA conversations centre around how will quality engineering operate as a central approval layer, following the traditional Testing… Continue reading on
Medium · Startup 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Engineering Design joins the Ai Era with AiCADGen
What if creating a prototype part, generating a floor plan, or starting a CAD concept was as simple as typing a sentence? Continue reading on Medium »
The Next-Gen Developer: What is Codex?
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
The Next-Gen Developer: What is Codex?
Writing code with ChatGPT is already becoming a thing of the past. Today, the cutting edge of software development has shifted toward… Continue reading on Mediu
My Humble Coding Beginning
Medium · Startup 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
My Humble Coding Beginning
It was fun. Then it became the most valuable skill I ever learned. Continue reading on The Founders Bible »
How to Develop an AI Video Editing App Like Runway ML?
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
How to Develop an AI Video Editing App Like Runway ML?
AI-powered creative platforms like RunwayML are redefining how digital content is produced by enabling users to generate, edit, and… Continue reading on Medium
Medium · DevOps 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
The AI Coding Gap Nobody Talks About: Writing Code vs. Shipping Software
Writing code faster and shipping software faster are two different problems and most AI coding tools only solve one of them. Continue reading on Activated Think
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
How I Parse 14 Languages With One Function — Codewalk Deep Dives #1
Building a polyglot code parser with tree-sitter that handles Python, Rust, Dart, Go, and 10 more — without writing 14 parsers. Continue reading on Medium »
AI Engineer Interview Questions 2026: The One Question That Separates $180K Candidates From $340K…
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
AI Engineer Interview Questions 2026: The One Question That Separates $180K Candidates From $340K…
What interviewers at top AI companies test for in 2026 and why most senior candidates fail the production systems question Continue reading on The Pragmatic Eng
20 Days of Artificial Intelligence — Day 20 of 20 — Diffusion Models
Medium · Data Science 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
20 Days of Artificial Intelligence — Day 20 of 20 — Diffusion Models
19 days have gone by speaking about Language ; how AI predicts tokens, reasons through logic, and acts as an Agent. For our final day, we… Continue reading on M
I Shipped AI-Generated Code to Production Without a Harness. It Was a Polished Disaster.
Medium · Data Science 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
I Shipped AI-Generated Code to Production Without a Harness. It Was a Polished Disaster.
Three weeks perfecting my prompts. One incident that taught me the real problem. Continue reading on Medium »
OpenAI News 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
How Ramp engineers accelerate code review with Codex
How Ramp engineers use Codex with GPT-5.5 to review code and ship improvements, allowing them to get substantive feedback in minutes instead of hours.
Building FITGEN.AI:
Medium · Python 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
Building FITGEN.AI:
A detailed technical walkthrough of a stateful AI fitness coach: deterministic routing, multi-turn plan workflows, MongoDB persistence… Continue reading on Medi
I Tried Recreating Movie Scenes With AI — Here’s What I Learned
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
I Tried Recreating Movie Scenes With AI — Here’s What I Learned
When I first started generating AI images, I made the same mistake almost everyone makes: Continue reading on Medium »
KV-Cache Is No Voodoo
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
KV-Cache Is No Voodoo
VRAM, KV-Cache, and nvidia-smi — What Every Local AI Builder Needs to Know Continue reading on rigel-computer.com »
I switched From Claude Code to GPT-5.5 for 30 Days. Here’s what I found
Medium · ChatGPT 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
I switched From Claude Code to GPT-5.5 for 30 Days. Here’s what I found
|It started with a DM from a colleague on Teams Continue reading on Predict »
AI is Solving the Wrong Problem
Medium · DevOps 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
AI is Solving the Wrong Problem
Code generation became easy. Context is still expensive. Continue reading on Workspai »
From MVPs to Autonomous Products: Where AI Could Take Product Leaders
Medium · Startup 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago
From MVPs to Autonomous Products: Where AI Could Take Product Leaders
Recently, I decided to experiment with AI-powered “vibe coding” and built a live MVP called Customer Feedback Intelligence — a platform… Continue reading on Med