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Why Observability Is Non-Negotiable for Multi-Provider RAG Systems
How traces and spans help you catch failures, control costs, and scale confidently across OpenAI, Anthropic, and specialized vector stores
Nov 22
•
Nilesh Barla
30
1
A General Introduction To Claude Skills
A product leader's guide to reusable AI instructions.
Nov 8
•
Nilesh Barla
36
2
From Prompts to Agents: How Product Teams Should Think About Product Development
Discussing the three stages of AI product development.
Nov 1
•
Nilesh Barla
33
October 2025
Prompt Management for Product Leaders
How Adaline's prompt management and registry platform keeps canonical prompts consistent from sandbox to production
Oct 25
•
Nilesh Barla
19
2
LLM Observability For Product Leaders
Turn hidden system failures into actionable insights that drive user experience and revenue growth.
Oct 18
•
Nilesh Barla
54
2
1
Skills To Become AI PM
A general guide to becoming an AI PM in 2025 and 2026.
Oct 11
•
Nilesh Barla
45
Writing Effective Tool Calling Functions
Practical patterns for designing schemas and aligning prompts for product builders and AI PMs.
Oct 4
•
Nilesh Barla
57
September 2025
Building Better Product With Tool Calling
Understanding what tool calling is and how it works.
Sep 27
•
Nilesh Barla
42
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
Sep 19
•
Nilesh Barla
37
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.
Sep 17
•
Nilesh Barla
134
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.
Sep 15
•
Nilesh Barla
42
1
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.
Sep 12
•
Nilesh Barla
35
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