Arpit Nath – Medium

Arpit Nath

How to deploy AI agents that actually scale

Traditional autoscalers (like Kubernetes HPA ) react to CPU/memory. But for LLM workloads, by the time CPU spikes, users are already…

Jan 29

How to deploy AI agents that actually scale

Jan 29

Fixing Claude Code’s Amnesia

Picture this: You’re deep in a refactor. Claude just helped you understand the token validation in auth.ts . You’re vibing. You feel…

Dec 1, 2025

Fixing Claude Code’s Amnesia

Dec 1, 2025

The “Conversation” You’re Having With AI Is an Illusion

Every AI assistant: ChatGPT, Claude, Gemini — forgets because the ‘conversation’ is an illusion. This post breaks down how LLMs think

Nov 13, 2025

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Nov 13, 2025

A Practical Perspective on Orchestrating AI Agent Systems with DAGs

Modern systems are becoming increasingly agentic, where autonomous components (agents) collaborate dynamically to process tasks. These…

Jan 10, 2025

A Practical Perspective on Orchestrating AI Agent Systems with DAGs

Jan 10, 2025

Re-discovering the Joy of Building

You can expect stories from the trenches — about data consistency, fault tolerance, scaling choices, and maybe a few surprises along the…

Oct 31, 2024

Re-discovering the Joy of Building

Oct 31, 2024

2 weeks of Hacktoberfest as a first-time maintainer and contributor

While people enjoy the oncoming autumn, developers are psyched for a specific reason in October. It’s that time of the year again…

Oct 20, 2021

2 weeks of Hacktoberfest as a first-time maintainer and contributor

Oct 20, 2021

Arpit Nath

Arpit Nath

Self-taught engineer exploring scalable systems and agentic architectures. Sharing insights on solving challenges with clarity and innovation. 🚀

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