@punyasloka-mahapatra

Punyasloka Mahapatra

@punyasloka-mahapatraBengaluru, IndiaJoined March 2025

With over four years of experience as a Software Engineer, I specialize in backend development, focusing on scalable applications.

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Punyasloka Mahapatra's blogs

ByteForgepunyasloka-mahapatra.hashnode.dev32 posts

Building economically intelligent AI agents: beyond traditional orchestration

Rethinking token consumption, resource allocation, and cost optimization in multi-agent AI systems. The Inception of the Problem While experimenting with a multi-agent AI workflow, I ran into an issue

Oct 20 · 8 min readpunyasloka-mahapatra.hashnode.dev

Beyond RAG: building AI agents that know when knowledge is outdated

Rethinking how Generative AI and Agentic AI systems remember, validate, and update knowledge over time. What Happens When AI Remembers Something That Is No Longer True? While experimenting with Genera

1Oct 20 · 9 min readpunyasloka-mahapatra.hashnode.dev

Building AI Assistants for the real world: An enterprise agentic RAG journey

Over the last year, almost every enterprise has experimented with AI assistants. Most of them started with a simple Retrieval-Augmented Generation (RAG) implementation: ingest documents, store embeddi

Aug 6 · 8 min readpunyasloka-mahapatra.hashnode.dev

Memory Banks: Is this the missing piece?

Over the last year, AI coding assistants have gone from being a novelty to becoming part of many developers' daily workflow. Whether you're using Cline, Cursor, Windsurf, Roo, or any of the newer AI-p

Jul 21 · 7 min readpunyasloka-mahapatra.hashnode.dev

📈 OpenClaw Is Trending—But Does It Actually Fix AI Development?

If you’ve been following the AI space recently, you’ve probably noticed one thing—OpenClaw has been all over the trends. It’s popping up in discussions, developer threads, and conversations around mod

Mar 22 · 5 min readpunyasloka-mahapatra.hashnode.dev

Punyasloka Mahapatra

About

Available for

Punyasloka Mahapatra's blogs

Building economically intelligent AI agents: beyond traditional orchestration

Beyond RAG: building AI agents that know when knowledge is outdated

Building AI Assistants for the real world: An enterprise agentic RAG journey

Memory Banks: Is this the missing piece?

📈 OpenClaw Is Trending—But Does It Actually Fix AI Development?

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Punyasloka Mahapatra

About

Available for

Punyasloka Mahapatra's blogs

Building economically intelligent AI agents: beyond traditional orchestration

Beyond RAG: building AI agents that know when knowledge is outdated

Building AI Assistants for the real world: An enterprise agentic RAG journey

Memory Banks: Is this the missing piece?

📈 OpenClaw Is Trending—But Does It Actually Fix AI Development?