Praveen Yellamaraju
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RAG

2 Posts

Exploring rag and related topics

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Context Window vs Attention Window: What AI Architects Must Understand

February 12, 2026 · 5 min read

Context size is not the same as attention behavior. A practical guide for LLM architecture, RAG design, and long-context system trade-offs.

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AI/MLArchitectureRAGLLM APIBest Practices

AI and Data Quality: RAG Systems, Context Engineering, and the Governance Layer

January 14, 2026 · 13 min read

How RAG systems and context engineering can poison your AI, plus the governance layer and action plan to fix data quality across your entire pipeline.

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AI/MLData QualityProductionRAGBest PracticesGovernance

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AIAI AgentsAI ArchitectureAI/MLAgent HarnessAgentsAnthropicArchitectureAutomationBest PracticesBlockchainCareerClaudeData QualityDevelopmentEngineeringEval GenerationFeedback LoopsGeminiGovernanceLLMLLM APILeadershipMLOpsOpenAIProductionProduction AIPrompt EngineeringPythonRAGSecuritySelf-Improving AIStructured PromptingSupply ChainTestingVersioningnpm

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AI Advisor performing architecture and design responsibilities for intelligent, enterprise-scale solutions. Writing about agentic systems, prompt engineering, and the future of AI.

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