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September 2025

Building Better Product With Tool Calling
Understanding what tool calling is and how it works.
 • 
Nilesh Barla
GPT-5 Codex and Claude Code: The General Agents For Coding And Product Development
GPT-5 Codex and Claude Code are paving the way for user-aligned products
 • 
Nilesh Barla
Coding with GPT-5 Codex
A practical guide to Agents.md, a small evaluation rubric, and why GPT-5-Codex Medium is ideal for fast development and prototyping.
 • 
Nilesh Barla
AI Product Manager 101 (2025): A Practical, Lesson-Based Guide to Building With LLMs
I explain the role, evaluation playbook, context engineering, vibe coding, and the tools that make AI PMs effective in 2025.
 • 
Nilesh Barla
Why LLM Evals Are Every Product Manager's Secret Weapon
Product builders who poccesses user-centric mindset will write better evals and ship products confidently.
 • 
Nilesh Barla
Essential AI Glossary for Product Leaders
A comprehensive list of AI jargon that product leader should know.
 • 
Nilesh Barla
LLM-as-a-Judge
A brief research note on LLM-as-a-judge including best practices.
 • 
Nilesh Barla
The AI Agent Evaluation Crisis and How to Fix It
Evidence-based evaluation strategies that go beyond traditional AI metrics to ensure safety and reliability at scale.
 • 
Nilesh Barla

August 2025

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