Claude Code’s Dynamic Workflows: The AI agent architecture that just rewrote 750,000 lines of code in 6 days

https://medium.com/illumination/...

Been using Cursor Composer 2.5 lately, and honestly, it surprised me with how capable it is for the price.

I wrote about my experience, what stood out, where it actually helps in day-to day development, and why AI coding agents are becoming harder to ignore for developers.

🔗 https://medium.com/ai-advances/...

Would love to know what AI tools you all are using these days while building 👀

https://linkedin.com/feed/update/...

https://youtube.com/shorts/...

There’s a Cloud Code plugin called Ralph Wiggum that’s going viral, and for good reason.

Instead of running an AI prompt once and failing, it keeps retrying until a success condition is met.

Want to convert Python to TypeScript?
It won’t stop until all unit tests pass.

Every failed attempt adds more context, so the AI learns from its own mistakes.

This isn’t smarter AI.
It’s persistent AI, and it changes everything.

#AI #AIDevelopment #LLM #ClaudeCode #DevTools #Coding #Programming #TypeScript #Python #AIAgents #BuildInPublic #TechShorts #youtubeshorts #ralphwiggum

When I applied for the AWS re:Invent 2025 All Builders Welcome Grant, I honestly didn’t expect to get selected.

But a single email changed everything.

In this video, I share my real journey of getting selected for the AWS re:Invent All Builders Welcome Grant 2025, including how I discovered the opportunity, what AWS actually looks for in the application, and why community involvement and networking matter more than most people realize.

https://youtube.com/watch/...

Google just integrated Gemini AI into Chrome DevTools, and it’s a groundbreaking upgrade! 🚀

AI-driven debugging, smarter code optimization, and built-in security insights—this is changing the game for developers.

I covered all the hidden gems in my latest newsletter. Check it out here ⤵
🔗 https://techscoop.hashnode.dev/gemi...

NPM package – community-health-files

I've just built a NPM package: community-health-files

This package automates the creation and management of key files like CODE_OF_CONDUCT.md, BUG_REPORT.yml, and SECURITY.md for open-source projects. It simplifies the process of maintaining project guidelines, security policies, and codes of conduct, providing a more efficient and organized workflow.

This package helps open-source projects stay organized and compliant, saving you time and effort by handling the setup for you.

I'm always looking for feedback and contributions from the community—whether it's through improving the code, enhancing the documentation, or sharing your ideas.

🌟 Check it out, and if you find it helpful, consider adding a star on GitHub!

🔗 Link to the package on npm: https://lnkd.in/gJFUKudX
🔗 Link to the repo on GitHub: https://lnkd.in/gsGhHA-C

React/React Native

When deciding between `useState` and `useReducer` in React, it's important to consider the complexity of your state management needs. Here's a simplified breakdown post I've written:

https://x.com/lassiecoder/status/...

I'm newbie into devops.

Would you like to suggest any beginner level project to work on? 🐻‍❄️

Big LOL

Cache this 😛

Here's how my weekend commits look like 🤣

Happened with me in early days 🥲

Are you guys participating in hacktoberfest 2022?

Hello all PM’s here 🙊😂

Trigger Warning - Don't date JavaScript developers.

They Promise to Callback but they won't. You'll Await in vain. They don't know how to Express themselves and React to such situations.
You might not be happy to hear this, but I'm trying to save you from a Garbage situation

Okay! Here’s the truth of my life 🌝

😅😅😂😂

Heaven on earth, maybe?

Ok! Here's the truth people should accept. 🙊🥲🎈

Hold your umbrella! ☔️

Ahh!! True af!

Tech lead in standup 🐤

Designation! So much challenging compared to the given tasks. :P

THIS IS ALL WE NEED!
One chance!!

Is it relatable to you too? 😅🥲

Those pikachu days were ♥️✨

View from my bedroom's window! 😍

I love you❤️

PS: Name is in comment!!

There are API's right? 😟