The Watchers
You know AI is happening. You're just watching from a safe distance.
The toolkit AI-era PMs actually need
The rules of product have changed. Knowing where your team stands affects how well you build and take action on what's inside your apps and agents. Use these three playbooks to find the tools, frameworks, and Claude skills you need to accelerate your teams' AI maturity.
The Connectors
You use AI regularly, but mostly for things you could have Googled.
The Compounders
You've shipped AI. Now, you have to prove it's working.
Playbook Level 01
The Watcher's guide to AI.
AI has been inescapable for two years, which somehow makes it harder to know where to start. Whether your organization has restrictions or you're simply overwhelmed, this toolkit is your foundation for using AI in your work — starting today.
Toolkit quick links
Slide 1 of 6
Starting with the basics.
Tools like ChatGPT, Claude, and Gemini are large language models (LLMs). They were trained on enormous amounts of text and learned to predict what a useful response looks like given what you typed. Pattern-matching at a scale that feels like intelligence. Four things to keep in mind:
AI is confident, but sometimes wrong.
Always verify output before using it.
AI won't remember you.
Each conversation starts fresh unless memory is explicitly enabled.
LLMs have a knowledge cutoff.
Ask about something after their training data ends and you'll get a wrong answer or an "I don't know."
Your prompt determines the quality of output.
Prompting is the first skill to learn — and the highest-leverage one.
