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Title: Dheeraj Pai – Medium

Open Graph Title: Dheeraj Pai – Medium

Description: Read writing from Dheeraj Pai on Medium. AI @ Carnegie Mellon

Open Graph Description: Read writing from Dheeraj Pai on Medium. AI @ Carnegie Mellon

X Description: Read writing from Dheeraj Pai on Medium. AI @ Carnegie Mellon

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Domain: pai.dev

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https://pai.dev/?source=user_profile_page---------0-------------e1cc04a21c65----------------------
Dheeraj Paihttps://pai.dev/?source=user_profile_page---------0-------------e1cc04a21c65----------------------
I went through every line of code of OpenClaw so you don’t have to.TLDR: OpenClaw has a lot of flaws, but some fundamental changes it has brought are here to stay.https://pai.dev/i-went-through-every-line-of-code-of-openclaw-so-you-dont-have-to-bec04bfe3be0?source=user_profile_page---------0-------------e1cc04a21c65----------------------
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Dheeraj Paihttps://pai.dev/?source=user_profile_page---------1-------------e1cc04a21c65----------------------
Generalist AI Agents Are Dead. Long live Hyper-Expert AgentsAI assistants like Cursor and Windsurf took the limelight of early 2025. The future leans more towards opinionated expert agentshttps://pai.dev/generalist-ai-agents-are-dead-long-live-hyper-expert-agents-712909ec3196?source=user_profile_page---------1-------------e1cc04a21c65----------------------
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TRMX.AIhttps://medium.com/trmx-ai?source=user_profile_page---------2-------------e1cc04a21c65----------------------
Dheeraj Paihttps://pai.dev/?source=user_profile_page---------2-------------e1cc04a21c65----------------------
MCP 2.0: The Top 5 Missing Components Required to Accelerate Its AdoptionMCP has seen rapid adoption within the developer community. However, this accelerated uptake comes with significant challenges — both in…https://pai.dev/mcp-2-0-the-top-5-missing-components-required-to-accelerate-its-adoption-7b1a62e622ca?source=user_profile_page---------2-------------e1cc04a21c65----------------------
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Dheeraj Paihttps://pai.dev/?source=user_profile_page---------3-------------e1cc04a21c65----------------------
MCP-An attempt to fix the security issue with the MCP serversModel Context Protocols (MCPs) are powerful. They allow users to connect various tools to their LLMs without building custom integrations…https://pai.dev/mcp-an-attempt-to-fix-the-security-issue-with-the-mcp-servers-5b7b00991c56?source=user_profile_page---------3-------------e1cc04a21c65----------------------
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Dheeraj Paihttps://pai.dev/?source=user_profile_page---------4-------------e1cc04a21c65----------------------
MCP Playground: An attemt to fix the broken experience for the MCP client developersModel Context Protocols (MCPs) cool! They are changing the game of AI Agents. They drastically accelerate tool integration with LLMs by…https://pai.dev/mcp-playground-an-attemt-to-fix-the-broken-experience-for-the-mcp-client-developers-a50dd2cd999f?source=user_profile_page---------4-------------e1cc04a21c65----------------------
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Dheeraj Paihttps://pai.dev/?source=user_profile_page---------5-------------e1cc04a21c65----------------------
Why serverless MCPs are especially hard.TLDR; Building serverless MCPs are really hard due to their stateful nature of SSE. The current serverless architecture like AWS lambda…https://pai.dev/why-serverless-mcps-are-especially-hard-6796a09613fe?source=user_profile_page---------5-------------e1cc04a21c65----------------------
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Dheeraj Paihttps://pai.dev/?source=user_profile_page---------6-------------e1cc04a21c65----------------------
Model Context Protocol and why it matters for AI AgentsTLDR; MCP is an open meta-protocol enabling AI models to dynamically connect with external data and tools without hard-coded integrations…https://pai.dev/model-context-protocol-and-why-it-matters-for-ai-agents-88e0e0a7bb73?source=user_profile_page---------6-------------e1cc04a21c65----------------------
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Dheeraj Paihttps://pai.dev/?source=user_profile_page---------7-------------e1cc04a21c65----------------------
OS Principles for Multi-Agent Orchestration — Enhancing agent Collaboration, Memory Management…If you’re in business, you’ve probably been flooded with pitches from AI agent companies. AI agents are everywhere now — they control…https://pai.dev/os-principles-for-multi-agent-orchestration-enhancing-agent-collaboration-memory-management-6718b7755f20?source=user_profile_page---------7-------------e1cc04a21c65----------------------
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Dheeraj Paihttps://pai.dev/?source=user_profile_page---------8-------------e1cc04a21c65----------------------
All you need to know about speculative decoding and OpenAI’s new “predicted output” APIOpenAI has integrated speculative decoding into GPT-4, referring to it as “Predicted Output” in its API. This comes two years after the…https://pai.dev/all-you-need-to-know-about-openais-new-predictive-output-api-1ed06bc4c257?source=user_profile_page---------8-------------e1cc04a21c65----------------------
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Dheeraj Paihttps://pai.dev/?source=user_profile_page---------9-------------e1cc04a21c65----------------------
Training a Trillion Parameter model with DeepSpeed and ZeRODuring my tenure as a graduate teaching assistant for the Deep Learning course at Carnegie Mellon University, I instructed students on the…https://pai.dev/training-a-trillion-parameter-model-with-deepspeed-and-zero-8f4c7b6b8e5a?source=user_profile_page---------9-------------e1cc04a21c65----------------------
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