Bibek Kakati (@bibekkakati)

Docker Demystified: The Ultimate Guide to Containers and Architecture

If you have ever dealt with the nightmare of "it works on my machine but crashes in production," you have felt the pain that containerization was built to solve. This post breaks down exactly what Doc

Aug 28 · 7 min readbibekkakati.hashnode.dev

The State Pattern Trap: Why GoF Is Not Always the Best Choice

Have you ever tried to use the classic Gang of Four (GoF) State Pattern in real code? You might have hit a wall. You might have thought, "Wait, this feels way too connected." You are not wrong about t

Aug 26 · 4 min readbibekkakati.hashnode.dev

9 RAG Techniques That Actually Improve Retrieval Quality

Retrieval-Augmented Generation (RAG) is often described as a simple pipeline: Query → Retrieve documents → Send context to an LLM → Generate answer In production, however, retrieval is rarely that s

Aug 22 · 19 min readbibekkakati.hashnode.dev

Building a Multi-Agent AI Pipeline with Mastra and TypeScript

Building an AI feature is easy. Building a reliable multi-agent pipeline that coordinates four specialized AI agents, persists intermediate state, skips already-completed work on retries, and keeps th

Aug 17 · 11 min readbibekkakati.hashnode.dev

Engineering Reliable AI Document Scanning: Prompts and Schemas

Managing short-term rentals and homestays usually involves a chaotic mix of spreadsheets, WhatsApp messages, and scattered paper receipts. Propio was built to replace that chaos with a purpose-built f

Feb 24 · 5 min readbibekkakati.hashnode.dev

Bibek Kakati

About

Available for

Bibek Kakati's blogs

Docker Demystified: The Ultimate Guide to Containers and Architecture

The State Pattern Trap: Why GoF Is Not Always the Best Choice

9 RAG Techniques That Actually Improve Retrieval Quality

Building a Multi-Agent AI Pipeline with Mastra and TypeScript

Engineering Reliable AI Document Scanning: Prompts and Schemas

Bibek Kakati

About

Available for

Bibek Kakati's blogs

Docker Demystified: The Ultimate Guide to Containers and Architecture

The State Pattern Trap: Why GoF Is Not Always the Best Choice

9 RAG Techniques That Actually Improve Retrieval Quality

Building a Multi-Agent AI Pipeline with Mastra and TypeScript

Engineering Reliable AI Document Scanning: Prompts and Schemas

Bibek Kakati

About

Available for

Bibek Kakati's blogs

Docker Demystified: The Ultimate Guide to Containers and Architecture

The State Pattern Trap: Why GoF Is Not Always the Best Choice

9 RAG Techniques That Actually Improve Retrieval Quality

Building a Multi-Agent AI Pipeline with Mastra and TypeScript

Engineering Reliable AI Document Scanning: Prompts and Schemas

Search Hashnode

Bibek Kakati

About

Available for

Bibek Kakati's blogs

Docker Demystified: The Ultimate Guide to Containers and Architecture

The State Pattern Trap: Why GoF Is Not Always the Best Choice

9 RAG Techniques That Actually Improve Retrieval Quality

Building a Multi-Agent AI Pipeline with Mastra and TypeScript

Engineering Reliable AI Document Scanning: Prompts and Schemas