BestHub
Sign in
PMTalk Product Manager Community
Author

PMTalk Product Manager Community

One of China's top product manager communities, gathering 210,000 product managers, operations specialists, designers and other internet professionals; over 800 leading product experts nationwide are signed authors; hosts more than 70 product and growth events each year; all the product manager knowledge you want is right here.

208
Articles
0
Likes
408
Views
0
Comments
Recent Articles

Latest from PMTalk Product Manager Community

100 recent articles max
PMTalk Product Manager Community
PMTalk Product Manager Community
Jun 8, 2026 · User Experience Design

Interaction Design Guide for AI Products: Making Experiences Feel Worthwhile

The article explains that effective interaction design focuses on real human behavior, reducing user cost while increasing reward, managing expectations, and using aesthetics and playful mechanics as tools to create seamless, habit‑forming experiences under business, technical, and operational constraints.

cost reductionexpectation managementinteraction design
0 likes · 8 min read
Interaction Design Guide for AI Products: Making Experiences Feel Worthwhile
PMTalk Product Manager Community
PMTalk Product Manager Community
Jun 8, 2026 · Industry Insights

Why Is Deploying Enterprise Agents So Hard? Connecting AI to Business, Not Just Systems

The article analyzes why enterprise‑level AI agents that work in demos often fail in real business environments, highlighting that the core challenge lies in building robust engineering, security, and organizational frameworks to integrate AI into actual workflows rather than merely attaching a model to a system.

Agent deploymentBusiness IntegrationEngineering Challenges
0 likes · 15 min read
Why Is Deploying Enterprise Agents So Hard? Connecting AI to Business, Not Just Systems
PMTalk Product Manager Community
PMTalk Product Manager Community
Jun 7, 2026 · Product Management

Why AI Product Managers Must Rethink Their Core Logic in the Multi‑Agent Era

The article explains that multi‑agent architectures solve three structural bottlenecks of single‑agent AI—context length, mixed expertise, and latency—by narrowing each agent’s scope, and then guides AI product managers through four essential design decisions, from task decomposition to human‑in‑the‑loop handling, to determine when and how to adopt multi‑agents.

AI product managementhuman-in-the-loopmulti-agent
0 likes · 16 min read
Why AI Product Managers Must Rethink Their Core Logic in the Multi‑Agent Era
PMTalk Product Manager Community
PMTalk Product Manager Community
Jun 2, 2026 · Product Management

AI Product Manager: Knowledge System and Outline

The article outlines the emerging role of AI product managers, explains why a formal knowledge system is still missing, compares their core competencies with traditional internet product managers, and provides a step‑by‑step learning roadmap and battlefield analysis for aspiring AI PMs.

AIAI product managercareer guide
0 likes · 9 min read
AI Product Manager: Knowledge System and Outline
PMTalk Product Manager Community
PMTalk Product Manager Community
Jun 2, 2026 · Product Management

How AI Enables Product Managers to Build Prototypes Without Design Skills

The article explains why product managers struggle to create prototypes, shows how AI tools redefine "prototype" skills, provides a four‑step workflow for zero‑design users, compares four AI prototyping solutions, and answers common questions about usability, code export and designer collaboration.

AI prototypingTool ComparisonUX workflow
0 likes · 11 min read
How AI Enables Product Managers to Build Prototypes Without Design Skills
PMTalk Product Manager Community
PMTalk Product Manager Community
May 31, 2026 · Product Management

3 High‑Paying Skills Every AI Product Manager Needs

In the booming AI era, top‑earning AI product managers distinguish themselves by mastering three core capabilities—working backwards from the end goal, moving fast with agile MVPs and benchmarking, and patiently untangling complex, probabilistic systems—each illustrated with real‑world product scenarios.

AI product managementagile MVPdata annotation
0 likes · 10 min read
3 High‑Paying Skills Every AI Product Manager Needs
PMTalk Product Manager Community
PMTalk Product Manager Community
May 31, 2026 · Product Management

Reverse‑Engineering AI Products: Why Features Aren’t Enough

The article proposes a six‑layer reverse‑engineering framework for AI products, urging analysts to move beyond surface‑level feature lists and examine market trends, user scenarios, product experience, business model, technical architecture, model strategy, and infrastructure to determine long‑term viability.

AI product analysisbusiness modelmarket trends
0 likes · 14 min read
Reverse‑Engineering AI Products: Why Features Aren’t Enough
PMTalk Product Manager Community
PMTalk Product Manager Community
May 30, 2026 · Operations

Three Essential Steps to Build a Data Analysis Logic Chain for Operators

The article presents a three‑step framework—using the “people‑product‑place” exhaustive method to fully describe reality, establishing evaluation standards (historical, benchmark, industry), and constructing logical chains through inductive and deductive reasoning—to turn raw metrics into actionable insights for live‑stream operations.

Live StreamingOperationsdata analysis
0 likes · 13 min read
Three Essential Steps to Build a Data Analysis Logic Chain for Operators