Production-grade notes on AI agents, RAG, and system design — documented as I build.
-
Transformers Basics
All about the revolutionaly transformer model, its architecture explained, and why it matters
Read Note →: Transformers BasicsIntermediate
12 mins
-
Building AI Agents with LangGraph
How to orchestrate production-grade AI agents with LangGraph — state management, tool calling, and memory, without the framework getting in the way.
Read Note →: Building AI Agents with LangGraphIntermediate
12 mins
-
Production RAG Architecture
A practical architecture for production RAG — retrieval strategy, chunking, and the tradeoffs that actually matter once you’re past a demo.
Read Note →: Production RAG ArchitectureIntermediate
12 mins
-
Building Multi-Agent Systems with LangGraph
How multi-agent systems coordinate planning, tool use, memory, and state transitions — and where LangGraph’s graph model earns its complexity.
Read Note →: Building Multi-Agent Systems with LangGraphIntermediate
12 mins