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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.

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Latest from PMTalk Product Manager Community

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PMTalk Product Manager Community

Mar 22, 2026 · Artificial Intelligence

How to Use AI for End-to-End Article Writing: A Complete Step-by-Step Guide

This guide walks you through a complete AI‑assisted article‑writing workflow—from defining goals and preparing materials, through step‑by‑step prompting, drafting, polishing, and final human review—to produce high‑quality content while avoiding common pitfalls and ensuring compliance with platform policies.

AI WritingAI safetyContent Workflow

0 likes · 7 min read

How to Use AI for End-to-End Article Writing: A Complete Step-by-Step Guide

PMTalk Product Manager Community

Mar 22, 2026 · Product Management

Rethinking Product Architecture: How PMs Must Redefine Their Value in the Multi‑Agent Era

After a client demo revealed that using Slack chats to coordinate three AI agents cannot scale to dozens, the author argues that instant‑messaging is only a gateway, proposes a four‑layer ICSE architecture (Intent‑Control‑Service‑Event), outlines governance policies, and maps new product opportunities for PMs in the multi‑agent era.

AI agentsGovernanceProduct Management

0 likes · 15 min read

Rethinking Product Architecture: How PMs Must Redefine Their Value in the Multi‑Agent Era

PMTalk Product Manager Community

Mar 19, 2026 · Industry Insights

Top 5 Platforms for AI Product Manager Jobs in 2026: A Comparative Review

Amid rapid AI growth, the 2026 AI product manager job market expands with salaries ranging from 200k to over 500k RMB, and this article evaluates five recruitment apps—ranking them by coverage, AI matching, cost, and security—to help candidates and firms choose the most effective platform.

AI product managercareer adviceindustry insights

0 likes · 9 min read

Top 5 Platforms for AI Product Manager Jobs in 2026: A Comparative Review

PMTalk Product Manager Community

Mar 18, 2026 · Product Management

When Your Team Is All Agents: How Product Management Must Evolve

The article analyses why using instant‑messaging groups to orchestrate multiple AI agents cannot scale to dozens or hundreds of agents, proposes a four‑layer ICSE architecture, compares three agent‑to‑agent communication models, and outlines the new governance, design, and roadmap responsibilities that product managers will need to master.

AI agentsGovernanceICSE architecture

0 likes · 14 min read

When Your Team Is All Agents: How Product Management Must Evolve

PMTalk Product Manager Community

Mar 18, 2026 · Artificial Intelligence

From LLMs to World Models: The Next AI Revolution

The article analyzes why large language models still lack physical understanding, defines world models as agents that can represent, predict, and act in the real world, examines technical bottlenecks, emerging research routes, and industry implications, and argues that world models are the essential bridge to AGI.

AGIAIIndustry trends

0 likes · 28 min read

From LLMs to World Models: The Next AI Revolution

PMTalk Product Manager Community

Mar 17, 2026 · Industry Insights

When Large Models Are Standard, What KPIs Define an AI Product Manager’s Success?

The article examines how AI’s transition to a core infrastructure reshapes the AI product manager role, citing a 42% drop in job openings but a 35% salary rise for senior experts, and offers a decision‑matrix, three‑layer capability model, cost‑control tactics, and actionable methods for thriving in 2026.

AI product managementIndustry trendsKPIs

0 likes · 11 min read

When Large Models Are Standard, What KPIs Define an AI Product Manager’s Success?

PMTalk Product Manager Community

Mar 15, 2026 · Product Management

7-Step Architecture Framework for AI Product Management: A Hands‑On Case Study

This article walks through a real‑world AI‑driven image generation system for cross‑border e‑commerce, detailing business pain points, stakeholder analysis, technical selection, MVP scope, architecture decisions, metric funnels, gray‑release strategy, and continuous evolution that cut per‑image cost to under ¥0.5 and delivery time to one minute.

AICase StudyGenerative AI

0 likes · 16 min read

7-Step Architecture Framework for AI Product Management: A Hands‑On Case Study

PMTalk Product Manager Community

Mar 14, 2026 · Product Management

When to Start Using AI for Product Prototyping: Rules, Tools, and Workflow

The article outlines practical guidelines for product teams on when to begin AI‑assisted prototyping, covering three "don't" and three "must" principles, a four‑dimensional tool selection method, a three‑stage AI workflow, and why product managers remain essential, backed by real‑world case studies and metrics.

AI prototypingAI toolsProduct Management

0 likes · 10 min read

When to Start Using AI for Product Prototyping: Rules, Tools, and Workflow

PMTalk Product Manager Community

Mar 14, 2026 · Product Management

Building a Playable Game Demo in 47 Minutes with Vibe Coding

In a 47‑minute weekend experiment, a product manager uses DeepSeek to craft precise prompts, generates a Flask‑based Yin‑Yang‑Shi‑style game with Vibe Coding, troubleshoots runtime errors through AI‑guided debugging, and delivers a functional demo that developers deem ready for further development.

AI codingDebuggingFlask

0 likes · 10 min read

Building a Playable Game Demo in 47 Minutes with Vibe Coding

PMTalk Product Manager Community

Mar 13, 2026 · Product Management

How AI Product Managers Should Rethink Funnel Analysis

In the AI era the classic funnel of exposure‑click‑register‑retain‑pay no longer reflects value creation, so product managers must shift the focus to effective task entry, first usable results, mid‑funnel adoption, retention of high‑impact tasks, and stable commercial metrics.

AIFunnel AnalysisMetrics

0 likes · 24 min read

How AI Product Managers Should Rethink Funnel Analysis