Praba Siva's Blog

Agent Development

Building autonomous AI agents and multi-agent systems

9 posts in this category

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

Seven different types of enterprise AI agents represented as interconnected autonomous systems

Agent Development

9 min read

Types of Enterprise AI Agents

Comprehensive guide to seven core types of AI agents for enterprise deployment - from reactive agents to tool-augmented systems, covering architecture, use cases, and strategic implementation for business automation.

Jul 15, 2025

enterprise-ai, ai-agents +6

Rust programming language gear and AI neural network processing for high-performance inference

Agent Development

5 min read

AI Inference Engine in Rust

Comprehensive guide to building production-grade AI inference engines in Rust, exploring architecture patterns, tools, libraries, and best practices for scalable, memory-safe inference systems.

Jun 1, 2025

rust, ai-inference +6

Rust programming concepts visualization with gears, safety locks, and performance indicators representing systems programming for AI

Agent Development

11 min read

Core Rust Concepts for Agentic AI Development

Essential Rust concepts for building performant, safe, and scalable agentic AI systems, covering ownership, concurrency, error handling, and advanced patterns

Data Structures for Agentic AI Development in Rust

Essential data structures for building scalable agentic AI systems in Rust, covering graphs, memory stores, concurrency patterns, and multi-agent coordination

Design Patterns for Rust-based Agentic AI Systems

Comprehensive guide to implementing classic and AI-centric design patterns in Rust for building enterprise-grade autonomous AI agents with planning, memory, and tool capabilities

Jun 1, 2025

rust, design-patterns +4

AI query processing visualization with natural language understanding, ML classification, and intelligent routing systems

Agent Development

11 min read

Query Processing Unit for Agentic AI in Rust

Building a high-performance Query Processing Module for Agentic AI systems using Rust, combining rule-based parsing, ML classification, and safe concurrency

Rust vs. Zig for Agentic AI Development

Comprehensive comparison of Rust and Zig programming languages for building agentic AI systems, covering performance, tooling, ecosystem maturity, and production readiness for autonomous agent development.

Jun 1, 2025

rust, zig +5