PM Transformation Series · Nº 01

AI New Paradigm

A product management team's journey into the AI era.

Weekly deep-dives exploring how artificial intelligence reshapes the way we build products — from evaluation frameworks to shipping real apps, from paper readings to vibe coding.

19
Sessions
12
Speakers
9
Months

2025

11 Sessions · Season 1
Aug 7Kick-off

PM New Paradigm Kick-off

Tracy Chen
Series launch — setting up weekly cadence, assigning milestones, and defining PM AI transformation goals.
Aug 14

Goal Setting & Rhythm Definition

Team
Defining team objectives and establishing the new paradigm weekly meeting rhythm.
Aug 21

Picasso Evals & Societas Prompt Review

Miaomiao Lei · Ze Yang
Picasso evaluation framework + PPT & Excel prompt craftsmanship analysis.
Aug 28

Writing Evals & Picasso Prompt Analysis

Yan Cheng · Bo Shao
Deep dive into writing user-aligned evaluation sets and Picasso prompt design patterns.
Sep 4

Taste Trustee & Rubrics as Eval

Mike Li
Introducing Taste Trustee GPT and using rubrics as a structured evaluation approach.
Sep 18

Journeys Evals

Miaomiao Lei · Chunyan Liu
Evaluating end-to-end user journeys — moving beyond single-turn quality metrics.
Sep 25

Multi-Tab Context on Edge Mobile

Emily Wu · Jay Liu
Designing multi-tab context awareness for AI features on mobile Edge browser.
Oct 9

CN AI Browser Evals

Yan Cheng · Theo Wang
Building evaluation frameworks for AI browser features in the China market.
Oct 23

Yan’s Reflection & Evaluation Paper Reading

Yan Cheng
Is eval just a placebo? A candid reflection on what we've learned and what still feels uncertain.
Oct 30

Jie’s Reflection & Hallucination Watchtower

Jie Gao · Jingwei
Personal reflection on the AI PM journey + hallucination detection eval system demo.
Nov 20

DeepSeek R1 Paper Learning

Jie Gao
Deep analysis of DeepSeek R1 + V3 architectures — reasoning models, training innovations, and implications.

2026

8 Sessions · Season 2
Feb 26Season 2

TalkFlow by Yan Cheng

Yan Cheng
Yan showcases TalkFlow — a personal project built with AI-native workflows.
Mar 5

OpenClaw: From Toy to Tool

Dale Xiao
Real-world OpenClaw practices — automation, context management, multi-agent clusters, and security lessons from the field.
Mar 20

StoryBorder by Shakie Liu

Shakie Liu
Shakie presents StoryBorder — a designer's side-project built from a co-creation spark.
Apr 9

Shipping Our First iOS App & Mini Program

Emily Wu · Miaomiao Lei
Emily and Miaomiao share the journey of shipping their first iOS app and mini program to the store.
Apr 13

From Prompt Engineering to Harness Engineering

Mike Li
From solo web coding to team evolution — Prompt Engineering → Context Engineering → Holistic Engineering.
Apr 16

GEPA in Practice

Dale Xiao
Hands-on GEPA demo — real-world applications and practical lessons.
Apr 30

Claude Code Deep Dive

Jay Liu
A deep appreciation of Claude Code — architecture, context management, and what makes it stand out.
May 7Latest

Skill Auto-Evolution Framework

Ze Yang
Skilled Auto-Evolution — self-improving AI systems for GDP segments and web app creation.