Ranjan Kumar
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production-ml
5 articles
Title
Date
Why Your AI Agent Finishes Tasks But Fails the Goal
Mar 10, 2026
Orchestration in Agentic AI: Tool Selection, Execution, Planning Topologies, and Context Engineering
Mar 8, 2026
MLOps Foundation: What Actually Breaks When You Deploy ML Systems
Feb 6, 2026
Choosing the Right LLM Is a Systems Decision, Not a Model Benchmark
Feb 6, 2026
Choosing the Right LLM Is a Systems Decision, Not a Model Benchmark
Feb 6, 2026
Books by Ranjan Kumar
The 7 GenAI Architectures
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Building Real-World Agentic AI Systems
Explore the Book
The ChatML Handbook
Explore the Book
The Chat Templates Handbook
Explore the Book