DevOps

Memory in AI: Why Your Agent Forgets Everything — And How to Fix It

Three months into building our DevOps AI agent, I gave a demo of it to the team. Checked pods, read logs, suggested fixes. Everyone was impressed. Then one engineer asked it: "Remember that ingress issue we sorted on Tuesday?" The agent had no idea what she was talking about. I had spent weeks on tool integration, prompt...

by Iman Abbas
Tag: Langchain
20-Apr-2026

Data Science

LangChain – Components Overview

Introduction Building AI solutions without any framework can be difficult to maintain. LangChain is a framework that helps in the development of LLM-powered applications. It provides a set of building blocks for almost every stage of the LLM application lifecycle. To add generative AI functionality to applications, LangChain offers...

by Rupa
Tag: Langchain
16-Jan-2026

Python

Building Your First LangGraph Agent: A Beginner’s Guide to AI-Powered Candidate Shortlisting

Using LangGraph to Create an AI Agent- Beginner Guide Are you ready to create an AI agent effectively? In this post, we'll use LangGraph, a robust framework for developing stateful, multi-step AI applications, to develop a basic candidate shortlisting agent that will demonstrate multiple LangGraph features. What is LangGraph? ...

by Ajmal Hasan
Tag: Langchain
17-Aug-2025