Archive - Adaline Labs

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 •

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 •

Essential AI Glossary for Product Leaders

A comprehensive list of AI jargon that product leader should know.

Sep 10 •

A brief research note on LLM-as-a-judge including best practices.

Sep 8 •

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.

Sep 3 •

August 2025

From Artifacts to Organisms: Supercharging Development with Claude Code's Agentic Context Engineering

Agentic tools like Claude Code allows to you enhance your product through constant interaction and feedbacks. These interactions are developed through…

Aug 29 •

How Product Leaders Can Use GenAI Tools for Faster Prototyping

A small survey on image GenAI tools for brainstorming and developing quick mockups.

Aug 27 •

Agentic AI Workflow for Product Builders

A brief case study on agentic AI workflows for building great products.

Aug 25 •

Claude 4 Models for Product Teams: Sonnet vs Opus Comparison Guide

A small study on the Claude Opus 4.1 and Claude Sonnet 4 to help you select the appropriate model for your use case.

Aug 22 •

3 Best Practices That Transform Product Development with Claude Code

Sharing my first-hand experience from using Claude Code as my daily driver.

Aug 20 •

Claude Code for Productivity Workflow

Normalizing the use of no UI and a terminal-based tool.

Aug 18 •

Comparing GPT-5, Claude Opus 4.1, Gemini 2.5, and Grok-4

A practical comparison of major LLMs for builders

Aug 15 •

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