About Manab Protim Hazarika
Manab Protim Hazarika didn't take the usual route into software. Growing up in Titabor, a small town in the Jorhat district of Assam, he completed his…
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From Brute Force to Optimal: How I Learned to Stop Worrying and Love the Hashmap (Like Neo in The Matrix)
The Quest Begins (The "Why") I remember staring at a coding challenge on a lazy Sunday afternoon, coffee gone cold, and feeling that familiar knot in …
Operable Over Sophisticated: What Shipping AI Agents at Scale Actually Looks Like
A couple of months ago I attended LangChain Interrupt 2026 in San Francisco. As someone leading AI platform and developer experience day to day, some …
I Built a Chrome Extension Because I Was Tired of Logging In and Out
For years, I've kept a small notebook filled with ideas for apps and developer tools. Most of them came from one simple question: "What problem do I k…
I Built a Live Registry of 750+ MCP Servers — Here's What I Found
Model Context Protocol (MCP) has exploded in the past six months. Every week, dozens of new MCP servers appear on GitHub — tools that let Claude and o…
2026 Technical Comparison: Stock & Forex Historical Market Data APIs – Capabilities & Integration Workflows
Introduction Fintech engineers building backtesting engines, live quote dashboards, and algorithmic trading pipelines repeatedly face consistent pain …
Deploy Code By Using AWS Continuous Integration And Continuous Delivery (CI/CD) Services | 🏗️ Build A Complete CI/CD Pipeline
Exam Guide: Developer - Associate 🏗️ Domain 3: Deployment 📘 Task 4: Deploy Code By Using AWS Continuous Integration And Continuous Delivery (CI/CD) Se…
How to Actually Get a Tech Job in 2026: Every Method That Works, Ranked
Every single day, my inbox looks the same. Bhaiya, I am looking for a job, please help. Any openings for freshers? Can you refer me somewhere? I read …
I submitted a real PR to a Brazilian open source project — live, using AI as my right hand
Last Saturday, at the AWS Community Day Brasília, I ran a workshop that combined two things I'm passionate about: open source contribution and AI-powe…
If AI writes code, what is our job now?
Anthropic published a very interesting article on recursive self-improvement : the possibility that AI systems will increasingly contribute to buildin…
Why Full Stack Developers Are Among the Most In-Demand IT Professionals in 2026
The technology industry continues to evolve at an incredible pace, and organizations are constantly searching for professionals who can adapt to chang…
What it takes to build docs worth reading
Treating docs as a product When documentation lives as an afterthought, it shows. Pages drift out of date, examples break quietly, and release notes s…
How to Read Constraints and Immediately Know the Algorithm: A Jedi's Guide
The Quest Begins (The "Why") I still remember the first time I stared at a competitive‑programming statement and felt my brain short‑circuit. The prob…
How a 10-Minute Bug Fix Completely Changed My Coding Mindset
When I first started learning how to code, I spent most of my time practicing and working on small hobby projects. Back then, I was under the impressi…
Gemma 4 12B: Google's encoder-free multimodal AI now runs on a laptop
Google shipped Gemma 4 12B this week — a model that packs near-26B performance into something that runs on a consumer laptop with 16GB of RAM or unifi…
From Pastebin to File Drops: How Developers Actually Share Stuff in 2026
Hey everyone! 👋 As developers, our daily workflow revolves around sharing. We share error logs, .env snippets, UI bug screenshots, compiled build arti…
Day 21 - CI/CD Fundamentals
Modern software development moves incredibly fast. A single application may receive: Hundreds of commits daily Multiple releases per week Thousands of…
Spec-Driven Development: What It Is and Why It Matters
Q: What is Spec-Driven Development (SDD) and why is it important? A: Spec-Driven Development (SDD) is a software engineering methodology where a forma…
I Spent a Decade Chasing Microservices Before Realizing What Scalability Actually Means
A few years ago, I was staring at a red, blinking monitoring dashboard. The system I was looking at had all the modern shiny technology: Kubernetes, R…
I Built a Delhi Metro Route Planner In React with GSAP
I recently built a free Delhi Metro route planner: https://metro.coolhead.in/ The first version worked well as an interactive React app. You could pic…
Stop relying on Cursor AI. You are destroying your engineering brain
Let’s be honest for a second—Cursor AI is insanely powerful. You type a simple English prompt, hit a shortcut, and suddenly you have clean, working pr…
Debugging Human Hardware: A Developer’s Guide to Optimizing the Dopamine Loop
Fix your focus. A practical guide to debugging your brain's dopamine loops for developers.If you’ve ever found yourself staring at a broken block of c…
Claude Code is the engine, Cursor is the cockpit
My daily workflow looks nothing like it did a year ago. A lot has landed in Claude Code recently. Skills replaced custom slash commands, subagents and…
Develop Code for Lambda | 🏗️ Build A Real-Time Data Processing Pipeline
Exam Guide: Developer - Associate 🏗️ Domain 1: Development with AWS Services 📘 Task 2: Develop Code for Lambda Lambda is the most heavily tested servi…
How I Monetized My Dev Tools and APIs in 2026 (And What Actually Worked)
Three years ago, I open-sourced a lightweight routing layer for edge deployments. By late 2023, it had 14k GitHub stars and zero revenue. I assumed vi…
I Built a Job Hunt System for Developers. Here is Why You Need It.
Job hunting as a developer is broken. You send 50 applications. You hear back from 2. One is a rejection. The other is a ghost. This happened to me ov…