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production-ml

4 articles

TitleDate
Why Your AI Agent Finishes Tasks But Fails the GoalMar 10, 2026
Orchestration in Agentic AI: Tool Selection, Execution, Planning Topologies, and Context EngineeringMar 8, 2026
MLOps Foundation: What Actually Breaks When You Deploy ML SystemsFeb 6, 2026
Choosing the Right LLM Is a Systems Decision, Not a Model BenchmarkFeb 6, 2026

Books by Ranjan Kumar

Harness Engineering for Production AI Systems cover

Harness Engineering

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The 7 GenAI Architectures cover

The 7 GenAI Architectures

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Building Real-World Agentic AI Systems with LangGraph cover

Building Real-World Agentic AI Systems

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The ChatML Handbook cover

The ChatML Handbook

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The Chat Templates Handbook cover

The Chat Templates Handbook

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