Praba Siva's Blog

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Distributed network representing remote cluster communication architecture

MCP Client-Server Architecture for Remote Spark Clusters: Beyond stdio to Streamable HTTP

Deep dive into Model Context Protocol (MCP) architecture for remote Spark cluster integration, exploring why stdio/stdout and SSE are unsuitable for distributed environments and how JSON-RPC over Streamable HTTP enables scalable agent-to-cluster communication.

Agent Orchestration Technology Stack

A comprehensive guide to the modern technology stack for building and orchestrating agentic AI systems, from infrastructure to deployment, covering compute, frameworks, protocols, and enterprise integration.

Nov 13, 2025

agentic-ai, orchestration +5

Data schema management and governance architecture with interconnected data systems

Data & Analytics

18 min read

Managing Data Product Contracts at Scale: Why You Need a Schema Registry

Discover how schema registries enable data product contracts at scale, ensuring data quality, compatibility, and governance across distributed systems through centralized schema management and evolution.

Oct 4, 2025

schema-registry, data-products +5

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Data & Analytics

Data strategy, governance, and analytics platforms

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AI & Machine Learning

GenAI, LLMs, and enterprise AI implementations

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Large Language Models

LLM architectures, fine-tuning, and enterprise deployment

2 postsView all →

Agent Development

Building autonomous AI agents and multi-agent systems

9 postsView all →

AI Infrastructure

MLOps for LLMs, infrastructure, monitoring, and deployment pipelines

1 postView all →

AI Platform Engineering

AI platform development and microservices

3 postsView all →

Agentic AI Deployment

Production deployment, scaling, and monitoring of AI agents

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Case Studies

Real-world implementations and lessons learned

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Latest Posts

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Agent Development

36 min read

MCP Client-Server Architecture for Remote Spark Clusters: Beyond stdio to Streamable HTTP

Deep dive into Model Context Protocol (MCP) architecture for remote Spark cluster integration, exploring why stdio/stdout and SSE are unsuitable for distributed environments and how JSON-RPC over Streamable HTTP enables scalable agent-to-cluster communication.

Agent Orchestration Technology Stack

A comprehensive guide to the modern technology stack for building and orchestrating agentic AI systems, from infrastructure to deployment, covering compute, frameworks, protocols, and enterprise integration.

Nov 13, 2025

agentic-ai, orchestration +5

Data & Analytics

18 min read

Managing Data Product Contracts at Scale: Why You Need a Schema Registry

Discover how schema registries enable data product contracts at scale, ensuring data quality, compatibility, and governance across distributed systems through centralized schema management and evolution.

Oct 4, 2025

schema-registry, data-products +5