I'm Head of Product at Arize AI, where I help teams build and evaluate AI products. Previously, I built products at Spotify, Cruise, Zipline, and Apple. More at amank.ai.
I'm writing AI Product Management (O'Reilly, Early Release), covering how to build, evaluate, and ship successful AI products from prototype to production. I also teach courses on AI product management and write about what I learn at AI Product Playbook.
Featured in Lenny's Newsletter:
Courses:
- Claude Code for Product Managers · Maven (w/ Eric Xiao) · ⭐ 5.0/5
- Build AI Product Sense · Maven (w/ Tal Raviv) · ⭐ 4.8/5
- Prototype to Production: The AI PM Playbook · Maven · ⭐ 4.8/5
- Evaluating AI Agents · DeepLearning.AI (w/ Andrew Ng and John Gilhuly)
- personal-os ⭐ 427 · A framework for building your own AI-powered personal operating system
- amans-skills ⭐ 48 · My Claude Code setup: plugins, skills, and config
- openclaw-setup ⭐ 79 · Quick setup guide for OpenClaw
| Date | Post |
|---|---|
| Mar 2026 | I'm Writing an O'Reilly Book |
| Mar 2026 | Every PM Should Be Building Skills |
| Feb 2026 | How to Make Your OpenClaw Agent Useful and Secure |
| Feb 2026 | How Carl Set Up His Personal OS in Claude Code |
| Jan 2026 | How to Get Clawdbot Set Up in an Afternoon |
| Jan 2026 | Cursor for Product Managers (w/ Eric Xiao) |
| Nov 2025 | Building AI Product Sense with a Personal OS |
| Aug 2025 | Beginner's Guide to AI Evals (Walkthrough) |
| Jul 2025 | How AI Prototyping Tools Actually Work: A Deep Dive into Bolt's Architecture |
| Jun 2025 | How AI PMs and AI Engineers Collaborate on Evals |
| Jun 2025 | The Five Skills I Actually Use Every Day as an AI PM |
| Apr 2025 | Beyond Vibe Checks: A PM's Complete Guide to Evals |
| Apr 2025 | ⚡️Mastering Evals as an AI PM (Session Recap) |
| Dec 2024 | How to Use AI for Prototyping as a PM |
➡️ See all posts on AI Product Playbook
| Date | Talk |
|---|---|
| Nov 2024 | Becoming an AI PM · Lenny's Podcast |
| Jan 2025 | The AI Skill That Will Define Your PM Career in 2025 · Peter Yang |
| Jun 2025 | Shipping AI That Works: An Evaluation Framework for PMs · AI Engineer World's Fair |
| 2025 | Evals Course Interview · Hamel Husain |
| Feb 2025 | DeepLearning.AI Course Launch |
| Jun 2025 | Product Growth Podcast · Aakash Gupta |
| Sep 2025 | How to Thrive as an AI PM · #mtpcon London |
| Aug 2025 | How PM Can Get the Most Out of Cursor · ProductCon AI |
| Jun 2025 | How PMs Can Bring Predictability to AI Products · Supra Insider |
| Aug 2025 | Why Every AI PM Needs to Run Evals · Future Proof |
| Jun 2025 | How Arize Found Product-Market Fit · Product Unplugged |
| Apr 2025 | Evaluating AI, Designing for Non-Determinism · Learning from Machine Learning |
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