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Thoughts on scalable systems, AI-ready engineering, and building impactful products.

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Designing Agent-Ready APIs in the Real World
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Medium

Designing Agent-Ready APIs in the Real World

Lessons learned from wiring legacy endpoints to LLMs

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Building an AI-Powered Interview Preparation Assistant (Part 2)
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Medium

Building an AI-Powered Interview Preparation Assistant (Part 2)

Expanding Prep AI: Multi-Agent System for Holistic Interview Preparation

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Building a LeetCode Chatbot Using AI: A Comprehensive Guide
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Medium

Building a LeetCode Chatbot Using AI: A Comprehensive Guide

DSA AI: Your Personalized DSA Companion!

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Designing Agent-Ready APIs in the Real World
Medium

Designing Agent-Ready APIs in the Real World

Lessons learned from wiring legacy endpoints to LLMs

Read Article
Building an AI-Powered Interview Preparation Assistant (Part 2)
Medium

Building an AI-Powered Interview Preparation Assistant (Part 2)

Expanding Prep AI: Multi-Agent System for Holistic Interview Preparation

Read Article
Building a LeetCode Chatbot Using AI: A Comprehensive Guide
Medium

Building a LeetCode Chatbot Using AI: A Comprehensive Guide

DSA AI: Your Personalized DSA Companion!

Read Article
How I Built an AI Agent Over an Existing Backend (Using MCP, Without a Rewrite)
LinkedIn

How I Built an AI Agent Over an Existing Backend (Using MCP, Without a Rewrite)

They need a new interface layer that can: understand what a user wants, call the right backend capabilities safely, and not turn production into a prompt lottery. A working, end-to-end demo with Agent Service, MCP Server, and existing backend.

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Why Our "Normal" APIs Weren't Agent-Ready (and What We Changed as Backend Engineers)
LinkedIn

Why Our "Normal" APIs Weren't Agent-Ready (and What We Changed as Backend Engineers)

On a recent project, we tried something that sounded simple: Take our existing, battle-tested APIs and plug them into an LLM-based agent to automate workflows. These APIs were not side projects — they were used in production by multiple teams. Here's what we changed.

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Mastering Rate Limiting with the Token Bucket Algorithm: A Comprehensive Guide
Medium

Mastering Rate Limiting with the Token Bucket Algorithm: A Comprehensive Guide

Creating a Multithreaded Token Bucket Rate Limiting Algorithm

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Python Decorators: Everything You Need to Know
Medium

Python Decorators: Everything You Need to Know

Closures and decorators: Advanced Python concepts that will make your code super cool.Photo by Safar Safarov on UnsplashWondering what all we will cover in this article? Decorator is not easy to...

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How to Dockerize a Python Flask Application
Medium

How to Dockerize a Python Flask Application

Run Python Flask App using DockerThis article mainly focuses on running Python Flask API using docker.We will run a very basic Flask API in this tutorial so that we can mainly concentrate on...

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How to use Tmux with Iterm2
Medium

How to use Tmux with Iterm2

Easy way to use tmux with existing iterm2 setupBefore starting this tutorial please make sure iterm2 and tmux are already installed in your system.Start tmux session with iterm2:# create a new...

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5 Advanced Git Commands to Level-Up Your Coding Skills
Medium

5 Advanced Git Commands to Level-Up Your Coding Skills

Top 5 Advanced Git commands which make a programmer’s life easy.Photo by Roman Synkevych on UnsplashGit is a widely used version control system. This tutorial will help you to understand 5 Advanced...

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How to install consul and vault in mac using HomeBrew
Medium

How to install consul and vault in mac using HomeBrew

This tutorial is to setup consul and vault in mac.Install consul using homebrew:brew install consulInstall vault using homebrew:brew install vaultRun consul and vault in your system:Consul agent —...

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Join and contribute in Hacker Soon
Medium

Join and contribute in Hacker Soon

Join and Contribute to Hacker SoonSharing is the best thing which improves our knowledge exponentially.HS Team is working on collecting good content in big data technologies.Also, We will appreciate...

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Notion

Companies & Job Tracking

My comprehensive tracker for companies, job applications, and interview preparation notes.

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