Product Management Concepts

Search, recommendations, chatbots that answer questions all start the same way: converting something into an embedding. As PMs it is essential to understand how embeddings work and how to use them.

How do you know if your AI product is quietly giving users wrong answers? Learn how LLM observability works: traces, spans, LLM-as-judge, and why a 200 OK status code tells you nothing about quality. (Remember to click on"show pictures")

Real AI chatbots failed at Chevrolet, DPD & Air Canada. Here’s how guardrails prevent hallucinations, PII leaks, prompt injection & costly AI mistakes.

Here's how DoorDash replaced 300 fixed carousels with LLM-generated ones, used embeddings, AI moderation, ranking, and A/B tests to boost relevance and clicks.

Learn how to improve user retention with proven strategies. Discover how to measure retention curves, analyze retention graphs, and boost product retention for long-term success.

Dive deep into the Product Strategy framework with bite-sized wisdom in 9 engaging tweets. Elevate your knowledge as a product manager through product strategy examples.

Understand the North Star Metric and its role in guiding your business strategy. Gain insights on how to utilize it for sustained growth and success.