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AI for Product Management

How product managers use AI, how to do it well, and what it means for your job. Written for people who decide what gets built, not people who build models.

8 articles · Updated Nov 12, 2026

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A person uses a pair of tweezers to pluck physical, glowing action items directly out of the text of printed meeting notes.
Guide · Meeting Notes and Agendas

How to Use AI Meeting Notes and Pull Out Action Items

Learn how to use AI to record, transcribe and summarize meetings, extract action items with owners and dates, and write better notes for sales calls.

  1. 1 on 1 Meeting Template for Managers (Plus an AI Prep Prompt)A copy-ready 1 on 1 meeting template for managers, with a 30-minute agenda, a worked example, a question bank, and an AI prompt to prep each meeting.
  2. First Time Home Buyer Tips: Run the Mortgage Math With AIFirst time home buyer tips plus how to use AI to model your payment, closing costs, and a mortgage with commission income. Prompts included.
  3. What Can Fable 5.2 Build? Games, Excel and Editor ClonesFable 5.2 built a Gears of War level, a Fall Guys clone, an Excel clone and a video editor from short prompts. See the prompts, hours, costs and misses.

By what you need

Everyday work

3 articles

News that affects you

3 articles

NewsCoding Agent Context Rot: How to Fix It With a Handoff FileNewsHow Good Is TwIL LM3 Pro at Logic and Contradictions?

All 8 articles for product managers

A person uses a pair of tweezers to pluck physical, glowing action items directly out of the text of printed meeting notes.
Meeting Notes and Agendas ·

How to Use AI Meeting Notes and Pull Out Action Items

Learn how to use AI to record, transcribe and summarize meetings, extract action items with owners and dates, and write better notes for sales calls.

ai meeting notesai notes for sales callsmeeting action items
A computer cursor drags the top corners of a long paper receipt, folding it into the shape of a small house.
Budgeting and Saving Money ·

First Time Home Buyer Tips: Run the Mortgage Math With AI

First time home buyer tips plus how to use AI to model your payment, closing costs, and a mortgage with commission income. Prompts included.

first time home buyer tipsgetting a mortgage with commission incomemortgage calculator AI
Tiny figurines carry oversized pens to collaboratively fill out a giant meeting agenda template.
Performance Reviews and One-on-Ones ·

1 on 1 Meeting Template for Managers (Plus an AI Prep Prompt)

A copy-ready 1 on 1 meeting template for managers, with a 30-minute agenda, a worked example, a question bank, and an AI prompt to prep each meeting.

1 on 1 meeting template1:1 meeting agendaone on one meeting questions
A person is sliding a thick stack of glowing evidence notes into the plastic sleeve of an oversized ID badge on a lanyard, preparing their case for a promotion.
How to Get Promoted ·

How to Ask for a Promotion (and Build Your Case With AI)

A step-by-step guide to asking for a promotion: build your evidence, use AI to draft the case, script the conversation, and handle APM to PM moves.

how to ask for a promotionapm to pm promotionpromotion case
A 3D illustration of a credit card being assembled from floating, interlocking plastic modular blocks on a clean background.
Side Project App Ideas ·

Side Projects That Make Money: Build One in a Weekend

Side projects that make money: how to pick one, build it in a weekend, charge for it, and stay clear of your employer's rules. Includes prompts and a plan.

side projects that make moneyside project ideasbuild an app in a weekend
Tiny figurines grade the answers with an oversized red pen on a giant test paper.
Local AI ·

How Good Is TwIL LM3 Pro at Logic and Contradictions?

Hands-on results for TwIL LM3 Pro: 3/3 on spec contradictions, 8/10 on a return policy, 5/8 on invented-rule puzzles, and where larger models win.

TwIL LM3 Proformal logic LLMfind contradictions in requirements spec
A digital cursor constructs miniature 3D models of a video game level, a spreadsheet, and a video editor timeline out of snap-together plastic bricks.
AI Coding Tools ·

What Can Fable 5.2 Build? Games, Excel and Editor Clones

Fable 5.2 built a Gears of War level, a Fall Guys clone, an Excel clone and a video editor from short prompts. See the prompts, hours, costs and misses.

Fable 5.2 demosFable 5.2 game cloneAI built Excel clone

Other roles

Go to market:AI for Marketing, AI for Sales, AI for Customer Success, AI for Customer Support · Money & operations:AI for Finance, AI for Accounting, AI for Procurement, AI for Operations, AI for Legal & Compliance · People:AI for HR, AI for Recruiting, AI for Learning & Development · Product & tech:AI for Engineering, AI for Design, AI for IT, AI for Data & Analytics, AI for Security · Leading:AI for Managers, AI for Executives