Practical guides for
product managers
building with AI.

From getting started with Claude Codeto advanced workflows and team operations.

Team & Ops11 min read

The Best AI Tools for Product Teams in 2026 (Team Workflow Stack)

The best AI tools for product managers in 2026 aren't one tool — they're a workflow stack. The layers a product team should standardize on, by job.

ai-toolsproduct-managers
Team & Ops10 min read

How to Scale a Product Team: The Systems That Survive Growth

How to scale a product team: build the systems that survive growth — shared context, standardized artifacts, repeatable process — so quality holds as you hire.

scaling-product-teamsproduct-team
Team & Ops10 min read

How to Onboard a New PM in Days, Not Months (with a Shared PM OS)

How to onboard a new product manager in days, not months. Hand them the team's shared PM OS on day one so their first PRD already clears the bar.

onboarding-pmsnew-pm-ramp
Team & Ops10 min read

Product Ops Without a Product Ops Team: How Small Teams Standardize

Product operations for small teams, solved: get standardized artifacts, shared context, and repeatable process from a shared PM OS instead of a dedicated hire.

product-opsproduct-operations
Team & Ops11 min read

Scaling Product Management Quality from Series B to Series C

Scaling product management quality from Series B to Series C: move the bar out of the leader's review and into shared context and skills so it scales with headcount.

scaling-pmpm-quality
Skill Guides12 min read

AI Competitive Analysis: 7 Prompts and a Free Template for PMs

AI competitive analysis for PMs: 7 copy-paste Claude prompts, a free competitor profile template, and the /competitive-profile-builder skill that stays fresh.

competitive-analysiscompetitive-intelligence
Skill Guides13 min read

AI PRD Generator: 8 Prompts and a Free Template (Claude & ChatGPT)

AI PRD generator playbook: 8 copy-paste prompts, a free PRD template, and the /prd-generator skill that reads your product context. Works in Claude and ChatGPT.

prdai-prd-generator
Skill Guides11 min read

How to Analyze User Interviews with AI: Synthesis in Minutes

Analyze and synthesize user interviews with AI. Turn raw transcripts into themes, JTBD, and evidence-backed quotes in minutes — not days of manual coding.

user-researchinterview-synthesis
Skill Guides19 min read

30 ChatGPT Prompts for Product Managers (That Work as Well in Claude)

30 ChatGPT prompts for product managers across 6 PM workflows — discovery, strategy, PRDs, analysis, and communication. Copy-paste ready, work in Claude too.

chatgptprompts
AI for PMs9 min read

Claude Code for Product Managers: 12 Real Workflows (With Commands)

Claude Code for product managers: 12 real PM workflows — PRDs, research synthesis, competitive profiles, roadmaps — that run as installable skills, with the commands to run.

claude-codeproduct-management
Getting Started8 min read

A PM's Claude Code Setup Checklist: From Install to First PRD

Claude Code setup checklist for product managers: a copy-paste checklist that takes you from install to your first PRD in five phases. No coding required.

claude-codesetup-checklist
AI for PMs11 min read

Claude vs ChatGPT for Product Managers: An Honest 2026 Comparison

Claude vs ChatGPT for product managers — an honest, task-by-task verdict on PRDs, research synthesis, document analysis, competitive work, and prototyping.

claude-vs-chatgptclaude
Skill Guides11 min read

Jobs-to-Be-Done with AI: Extract JTBD from Interviews (Prompt + Skill)

Jobs-to-be-done with AI: a JTBD prompt that extracts real jobs from interviews — classified, cited, and prioritized — plus the /jtbd-extractor skill.

jobs-to-be-donejtbd
Skill Guides13 min read

OKR Examples for Product Teams: 20 Templates and AI Prompts

Product management OKR examples you can copy: 20 example OKRs across activation, retention, growth, quality, and revenue, plus AI prompts to draft your own.

okrsokr-examples
Skill Guides12 min read

The Product Manager AI Cheat Sheet: 25 Prompts by Workflow (2026)

Product manager AI cheat sheet: 25 copy-paste prompts by PM workflow — discovery, strategy, specs, analysis, and comms. Works in Claude and ChatGPT.

ai-cheat-sheetprompts
Skill Guides10 min read

Product Roadmap Template + AI Prompts: Build One in 15 Minutes

A product roadmap template plus AI prompts to draft and pressure-test it — and the /roadmap-builder skill that ties every initiative to a strategic objective.

roadmapproduct-roadmap
Skill Guides10 min read

Executive Update and Status Report Templates: 6 AI Prompts for PMs

Product status update and executive update templates: 6 AI prompts for weekly updates, exec summaries, launches, and escalations, plus /executive-update-generator.

status-updateexecutive-update
Skill Guides12 min read

RICE Prioritization with AI: Prompt, Template, and a Worked Example

RICE prioritization with AI: a copy-paste prompt, a scoring template, and a fully worked numeric example that ranks real features so you can defend the order.

riceprioritization
Team & Ops10 min read

How to Standardize PM Quality Across a Team (Without Killing Judgment)

How to standardize product management quality across a team without flattening judgment. Shared context and AI skills set the floor; your PMs add the thinking.

standardize-pmpm-quality
Team & Ops9 min read

Team OS vs. PM OS: What's the Difference (and Which Does Your Team Need)?

Team OS vs PM OS: a Team OS is a general shared team system; a PM OS is the product-management version. The difference, and which one your team needs.

team-ospm-os
Team & Ops10 min read

What Is a Team PM OS? The Operating System for Product Teams on Claude

Team PM OS, defined: a shared product-management operating system on Claude that gives every PM the same context and produces consistent output. For product teams.

team-pm-ospm-operating-system
AI for PMs13 min read

How to Build a PM Operating System in Claude Code

How to build a PM operating system in Claude Code — the four layers (context, skills, workflows, sub-agents), a step-by-step rollout, and the economics for a 2-5 person PM team.

pm-ospm-operating-system
PM Workflows13 min read

AI PM Workflows: Discovery, PRDs, and Roadmaps in Claude

How PM workflows chain in Claude — discovery feeds strategy, strategy feeds specs, specs feed launch. Each skill's output becomes the next one's input, so your whole PM process runs as one connected system.

claudeai-pm
Getting Started14 min read

How to Set Up Your PM Context Files in Claude Code

Step-by-step tutorial for creating PM context files in Claude Code — company.md, product.md, personas.md, competitors.md, and goals.md. Includes templates and real examples.

context-filesclaude-code
Skill Guides17 min read

Claude Prompts for Product Managers: 30 That Actually Work

30 Claude prompts for product managers that produce real output — PRDs, competitive analysis, research synthesis, OKRs, and more. Copy-paste ready with context tips.

claudeprompts
AI for PMs11 min read

How to Use Claude as a Product Manager: The Complete Guide

How to use Claude as a product manager — the operating model and the high-leverage workflows for discovery, specs, competitive intel, and stakeholder communication. (Setup lives in the setup guide.)

claudeproduct-management
Team & Ops13 min read

The 9 Dimensions of a High-Performing PM Team

A product management maturity model for evaluating your PM team across 9 dimensions — from discovery to operations. Find your gaps before they find you.

pm-maturitypm-operations
AI for PMs12 min read

Why Agentic AI Matters More Than Chat AI for Product Managers

Agentic AI for product managers changes everything. Learn why file-aware, command-driven AI beats chat-based tools for PRDs, research, and PM workflows.

agentic-aiclaude-code
Skill Guides13 min read

Competitive Intelligence with AI: The Complete PM Playbook

Build a competitive intelligence system that stays current. See how Claude Code turns competitor research from a one-off task into an always-on PM capability.

competitive-intelligenceclaude-code
Skill Guides12 min read

Writing PRDs with AI: Frameworks That Actually Work

Write better PRDs faster with AI frameworks built in. See how Claude Code applies Cagan, RICE, and risk-weighted approaches to specs your engineering team trusts.

prdspecs
Skill Guides12 min read

AI for Product Strategy: OKRs, Positioning, and Go-to-Market

Use AI to draft OKRs, sharpen positioning, and build go-to-market plans. See how Claude Code turns strategy from a quarterly scramble into a structured practice.

product-strategyokrs
Skill Guides13 min read

Stakeholder Communication with AI: Status Updates, Briefs, and Decks

Use AI to write executive updates, release notes, and board decks that land. See how Claude Code turns PM communication from a Friday scramble into a consistent system.

stakeholder-communicationexecutive-updates
Skill Guides12 min read

AI-Powered Discovery: How Claude Code Handles User Research

See how AI user research with Claude Code turns interview transcripts into structured themes, persona maps, and actionable insights in minutes — not days.

user-researchdiscovery
Skill Guides14 min read

7 Types of PM Work You Can Automate with Claude Code

Automate PM work with Claude Code across 7 categories — from discovery to stakeholder comms. See which skills save the most time for PM teams.

claude-codeproduct-management
Getting Started14 min read

Claude Code for Product Managers: The Complete Setup Guide

Step-by-step guide to setting up Claude Code for product managers. Install, configure context files, add PM skills, and run your first command — no programming experience required.

claude-codegetting-started
AI for PMs11 min read

The Copy-Paste Illusion: Why Most PMs Are Using AI Wrong

Most PMs treat AI like a chat window. Here's why the copy-paste workflow fails PM teams — and what AI for product managers should actually look like.

ai-for-pmsproduct-management
Team & Ops10 min read

The Hidden Cost of PM Process Gaps

PM process gaps cost more than you think. Learn the formula that turns maturity scores into dollar costs — and where your team is bleeding hours.

pm-operationspm-maturity
Getting Started16 min read

What Are Context Files and Why Do They Change Everything?

Context files for Claude Code turn AI from a chat tool into a PM system. Learn what they are, which five files matter, and how to create yours.

context-filesclaude-code
Team & Ops15 min read

What Your PM Maturity Score Actually Means (And What to Do About It)

Understand your PM maturity score tier, read your radar chart, and get actionable next steps. A results guide for every tier from Ad Hoc to Autonomous PM OS.

pm-maturitypm-operations