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From Zero to Hero: How I Built My First RAG Agent (And How You Can Too)
We've all been there. You're staring at a massive backlog of "till tasks"—those small, repetitive admin jobs that pile up until they become a mountain. For me, it was constantly searching through docu
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Introuction to Modern Day Automation using n8n
Today, we will learn about automation using a modern tool called n8n. We often hear the keyword automation in software development, such as testing or automation testing, but this one is different. It
Shyam Mahanta·13 min read
Building CreoGuard: An AI-Powered Code Review for Teams
We've all been there. You push your code, open a pull request, and wait. Hours later, your teammate drops a comment: "Hey, you left an API key in line 42." Your stomach sinks. You scroll down, and there it is api_key = "sk-live-abc123" , sitting righ...
Syket Bhattachergee·8 min read
Designing an AI Code Review Helper: Approach, Challenges, and Learnings
1. Problem Statement Code reviews are a foundational practice in software engineering. They ensure code quality, improve maintainability, and reduce defects before they reach production. However, as teams scale and delivery timelines shrink, traditio...
ARSHDEEP SINGH·5 min read
Building an AI-Powered Discord and Web Automation System for Project Management
To kick off the new year, CreoWis organized another volume of its internal hackathon, Hatch-and-Hype (HnH) Vol - 2, an initiative built to encourage innovation and hands-on learning across the team. The hackathon ran from 15th December to 15th Januar...
Ajay Yadav·10 min read
🚀 Creo Bot: From Hackathon Idea to a Production-Ready Internal Tool
An internal hackathon journey that started with doubt, evolved through collaboration, and resulted in a real-world AI-powered automation bot. 🧠 Background: HnH Internal Hackathon This project was built during an HnH internal hackathon, where parti...
Mandy K·4 min read
DevPilot: The AI That Codes AND Protects Your Production
🎯 The Problem: The Developer's Nightmare Trilogy Act 1: The Feature Request From Hell It's Monday morning. Your PM drops a 47-point issue in your lap: "Add JWT authentication with OAuth2, password reset via email, rate limiting, and oh yeah, we nee...
Parthib Sarkar·8 min read
From Curiosity to Confidence: A Developer's Internship Story
“You don’t really learn to swim by reading about water — you dive in.” That line perfectly captures my internship journey.What began as curiosity soon transformed into confidence, clarity, and growth — both technically and personally. Stepping into ...
Parthib Sarkar·5 min read
OptiSchema: Your Safe, Smarter Way to Speed Up Postgres
The Problem Most modern apps rely on ORMs. They save development time but often generate unoptimized SQL, leaving databases to do heavy lifting. That’s where the slowdowns begin. If you’ve ever watched a page load crawl or an API request time out, yo...
Arnab Chatterjee·8 min read
Building Askie, your friendly helper to explain you things in Layman terms
Yes, you heard it right. We are going to build an AI assistant which will answer your all kind of queries in Layman terms. You’ve got any text query, we’ve got you covered. You’ve got any image to analyze, we’ve got you covered. You’ve got any PDF to...
Ajeet Patel·16 min read