Naveen Kumar Birru
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Posts tagged "llm"

7 posts found

Reasoning AI at Scale: Production Deployment Patterns

January 9, 2026

Strategies for deploying reasoning-focused AI models at scale, balancing compute costs, latency requirements, and quality objectives.

aillmmlopsplatform-engineeringperformance

AI Security Frameworks: Building Defense in Depth for Production Systems

January 7, 2026

Comprehensive security frameworks for AI systems, covering threat modeling, defense strategies, and compliance requirements for production deployments.

ai-securitysecurityaillmplatform-engineering

Agent Orchestration Platforms: The Rise of Standardized Multi-Agent Systems

January 5, 2026

Exploring emerging platforms and standards for orchestrating multi-agent systems, from communication protocols to deployment patterns.

ai-agentsaiplatform-engineeringdistributed-systemsllm

AI Agents and Autonomous Systems: From Theory to Production

April 21, 2024

Building reliable AI agents that can plan, use tools, and accomplish complex tasks autonomously in production environments

aillmai-securitydistributed-systems

RAG Architecture Patterns: Building Retrieval-Augmented Generation Systems

March 15, 2024

Comprehensive guide to RAG system architecture including retrieval strategies, chunking techniques, and production optimization patterns

llmaivector-databasesmachine-learningdistributed-systems

Prompt Engineering Best Practices: From Basics to Advanced Techniques

February 18, 2024

Comprehensive guide to prompt engineering including techniques, patterns, and evaluation methods for production LLM applications

llmprompt-engineeringaimachine-learning

LLMs in Production: From Prototype to Scale

January 14, 2024

Practical guide to deploying and operating Large Language Models in production environments, including infrastructure, optimization, and reliability patterns

llmaimachine-learningperformancedistributed-systems

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