Skills › Product Management

AI Product Management

Design and ship AI-powered features — LLM UX patterns, evals, and AI roadmaps.

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After this skill you can…

  • Write a PRD for an LLM feature with eval criteria
  • Design safe and trustworthy AI UX patterns
  • Define an AI product roadmap with milestone evals

Prerequisites

Watch (10 videos)

You Can't Prompt the Room: The Last Skill AI Won't Replace - Balázs Horváth, VisualLabs
AI Engineer · intermediate
→ Integrate AI into product development→ Develop AI-powered product features→ Analyze AI-generated specifications and tests
VideoCX.io transforms video banking with AI on AWS | Amazon Web Services
Amazon Web Services · advanced
→ Develop AI-based video agents→ Integrate AI with existing workflows→ Improve customer experience with AI
The Mindset That Turns Ideas Into Reality #insurtech #aiindustry #podcast
FiveMinutes · beginner
→ Create AI-powered fintech products→ Design insurtech solutions that meet customer needs
Pydantic Evals in Python: Calibrate LLM Judges with Human Labels
Professor Py: AI Engineering · beginner hands-on
→ Apply AI tools for product development→ Integrate AI into product pipelines
The new AI growth playbook for 2026 | How Lovable hit $200M ARR in one year
Lenny's Podcast · beginner hands-on
→ Build AI-powered products→ Develop growth strategies for AI companies
Why US Fintech “Hasn’t Happened Yet”
The Information · intermediate
→ Build a fintech product→ Compete with traditional financial institutions→ Offer modern financial solutions
CLAUDE CODE FULL COURSE 4 HOURS: Build & Sell (2026)
Nick Saraev · intermediate · 251 min hands-on
→ Develop AI products→ Market AI products
How VF Corporation is Creating New Ways of Working with AWS | Amazon Web Services
Amazon Web Services · advanced
→ Implement AI-powered product development→ Leverage AI for product innovation→ Accelerate time-to-market
Why AI errors are actually your fault
Lenny's Podcast · intermediate hands-on
→ Develop AI-powered products→ Implement AI safety measures→ Analyze AI errors
Talkdesk Powers AI-Driven CX with Databricks on AWS
Databricks · beginner
→ Build AI-driven customer experience platforms→ Integrate AI with data engineering tools→ Apply AI to automate and accelerate customer experience

Read (10 articles)

📄
Bringing the Voice of the Customer to Life with AI
Dev.to · Justin L Beall · 2024-05-27
📄
Travel Recommended with FastAPI, Kafka, MongoDB and OpenAI
Dev.to · Riottecboi · 2024-06-19
📄
**Beyond Diagnosis: The Unseen Impact of AI in Healthcare**
Dev.to · Dr. Carlos Ruiz Viquez · 2025-10-11
📄
Entre o Backlog Caótico e o Algoritmo: Priorização e Cenários com IA
Dev.to · Vinicius Cardoso Garcia · 2025-12-31
📄
How I earned first $500 from my AI product (continued)
Dev.to · simba ji · 2026-02-02
📄
Best AI Tools for Product Managers in 2026
Dev.to · Sahil Kapoor · 2026-01-02
📄
Why "Thin Wrapper" AI Apps Are Dead (And How to Actually Architect SaaS)
Dev.to · Prajapati Paresh · 2026-03-12