Archive | The Data Lead

Building Production-Ready MCP Agent Services: Eight Patterns That Matter

Dec 4, 2025

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5 min read

Building Production-Ready MCP Agent Services: Eight Patterns That Matter

Building Production-Grade RAG Systems: An Architectural Deep Dive

Nov 24, 2025

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6 min read

Building Production-Grade RAG Systems: An Architectural Deep Dive

From Reasoning to Orchestration: The Architectural Evolution of AI Agents

Nov 20, 2025

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3 min read

From Reasoning to Orchestration: The Architectural Evolution of AI Agents

Agentic Routing vs Rules-Based Logic: Why Your AI Agent Needs to Make Its Own Decisions

Nov 6, 2025

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5 min read

Agentic Routing vs Rules-Based Logic: Why Your AI Agent Needs to Make Its Own Decisions

Context Engineering: The Data Engineer’s Guide to Building Intelligent AI Systems Beyond Prompt Engineering

Aug 1, 2025

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4 min read

Context Engineering: The Data Engineer’s Guide to Building Intelligent AI Systems Beyond Prompt Engineering