AWS won't stop charging you when your budget runs out. A leaked key, a forgotten GPU instance, a runaway Lambda - and the bill arrives 30 days later. Here's how to deploy budget alerts, Slack notifications, anomaly detection, and an automatic kill switch with Terraform.
A dev team got an $89K bill overnight after committing API keys to GitHub - bots found them in 4 minutes and spun up 5...
Crysta is an AI app where you can build your own AI agents for real business use.
What makes it powerful is this: you are not limited to the default behavior of a chatbot.
You can connect different MCP servers and give your agent practical capabilities like scheduling, reservations, and data access.
In short, Crysta helps you build an AI agent that does more than talk, it ca...
Navigating a new repository can be overwhelming. I built "Codebase Intelligence" tool to turn static code into an interactive knowledge base using Retrieval-Augmented Generation. Instead of the AI guessing what your code does, it reads the relevant files before answering.
By using semantic search and vector embeddings, you can ask questions like:
"How is the authentication flow hand...
This is one of those posts that feels strange to write, mostly because DEV has been such a positive constant for me.
Writing here played a huge role in my learning journey. Putting my thoughts into words helped me solidify what I was learning, track my progress, and build confidence in areas that once felt fuzzy. DEV gave me a place to think out loud, consistently, and that alone made a...
One mistake many beginners make with AWS is assuming nothing will happen if they stop using it.
In 2023, I opened an AWS account and deployed a small React app just to explore the console. After that, I left the account untouched for months.
When I returned in 2024 to take cloud learning seriously, my free tier had already expired. I logged in and saw a $30 bill.
The amo...
For a long time, I believed that writing more code would automatically make me a better developer.
It didn’t.
I was improving my syntax and learning new frameworks, but I was mostly doing it in isolation.
What I missed for years was the ecosystem around software development,the people, the discussions and the shared knowledge.
These are some of the habits I learned much ...