@akashjain0802
Akash Jain
@akashjain0802
Joined July 2024
About
Nothing here yet.
Available for
Nothing here yet.
Akash Jain's blogs
Recently published
Would you let the LLM take the wheel?
Oct 9, 2025 · 6 min read · A practical, friendly guide to User-Orchestrated vs LLM-Orchestrated agent workflows Agents are a bit like actors on a stage. Somebody — or something — has to call “Action!”, cue the right lines, and decide when the show ends. In modern AI architectu...
Join discussion
Graph RAG: Beyond Vector Search in Retrieval-Augmented Generation
Sep 29, 2025 · 6 min read · Retrieval-Augmented Generation (RAG) has quickly become one of the most powerful techniques for grounding large language models (LLMs). Instead of expecting the model to “know everything,” we feed it relevant external knowledge retrieved at query tim...
Join discussion
From ActiveMQ to Kafka: My Journey to Understanding Why We Still Need Queues (KIP-932)
Jun 30, 2025 · 4 min read · Nine years ago, my amazing former boss and mentor Ajith Kumar, asked me to do an impact analysis on replacing ActiveMQ with Kafka in our integration layer. It was part of a broader product overhaul. We took the plunge and adopted Kafka across the sta...
Join discussion
Write -> Audit -> Publish (WAP) pattern with Iceberg
Jun 1, 2025 · 8 min read · Ever Heard of "Garbage In, Garbage Out?" Yeah, it's pretty much the golden rule of data. If your data's a mess, your insights will be too. And with the world increasingly relying on AI, this becomes more important than ever. That's why the Write, Aud...
Join discussion