Spending money on GPU's was my best investment
The best investment I made wasn't in stocks, crypto, or day trading.It was spending money on GPUs to learn how LLMs work Have you ever tried deploying an model yourself?Not just used an API. I mea
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AI has agency where is yours?
Claude code is going of the roofs with opus 4.6 AI coding has reached a stage at which where you can just prompt away what you want and it does build a really good solution for you, all you need is a
AI IDEs and agents I used this year
I started with Cursor as my first AI IDE ,used it for a year For the last 3-4 months switched to Claude Code but I am back to Cursor now. Why I switched to Claude Code?Cursor had problems working with large react components it failed miserably when...
Improving LLM Workflow Evaluation: How to Sidestep Common Mistakes
Improving AI Workflow Precision Using Tailored Validations and Scoring Methods
2 Simple tips for making your Langgraph agent Production ready
LangGraph is a great framework that allows you to develop agents while keeping you in control of prompts and routing. If you are done building your agent and running it in Python Notebooks and want to put in production there are somethings that you n...
Data Flywheel in agents
Data flywheels are very important if you are building agents in production. If you have live users using your agent having a proper data flywheel in place is really crucial. What is a data flywheel? Data flywheel is a self-reinforcing loop that uses ...
Managing LLM Hallucinations with Faithfulness Check
If you are developing an AI agent or a simple rag app. You must have faced the issue where the LLM spits out random made-up stuff that is not true and not relevant to the context that you providedThis is called the infamous “Hallucination” Trait of t...
Limitations of HTTP / 1.1 and some questions I had about it
I am exploring the backend fundamentals and networking these days, while I was exploring the stateless vs stateful protocols, I got to know something interesting that I want to share.So I knew HTTP is built on top of TCP, I wondered how it all works,...
My simple 3-step system to solve bugs
Why a System? We all hate when someone logs a lot of bugs in your code be it your teammate or QA team. So it was always an issue for me when there were many bugs on the board, any scrum tool you use, or even plain Google Docs or Sheets. So I created ...
