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Big Tech Senior
Big Tech Senior
Mar 11, 2026 · Interview Experience

Five Question Types Judges Focus on in P7→P8 Promotion Interviews

During a P7‑to‑P8 promotion defense at a leading internet company, judges typically concentrate on five core areas: business breakthrough and value creation, organizational capability fit, strategic insight and market judgment, cross‑team collaboration and resource integration, and long‑term value alignment with company strategy.

Leadershipbig techcareer advancement
0 likes · 4 min read
Five Question Types Judges Focus on in P7→P8 Promotion Interviews
PMTalk Product Manager Community
PMTalk Product Manager Community
Mar 10, 2026 · Product Management

From Executor to AI‑Powered Product Architect: Redefining the Core Role of Product Managers

The article analyzes how the rapid rise of AI—highlighted by ChatGPT, GPT‑4, Claude and Gemini—is reshaping product management, exposing the erosion of traditional skills, and proposes a concrete roadmap for product managers to evolve into strategic, ethically aware AI‑enabled product architects.

AI transformationSkill developmentethical AI
0 likes · 19 min read
From Executor to AI‑Powered Product Architect: Redefining the Core Role of Product Managers
Dual-Track Product Journal
Dual-Track Product Journal
Jun 24, 2025 · Product Management

What Skills Make a Great Product Manager? A Complete Capability Model

This article outlines a comprehensive product manager capability model, covering foundational qualities like user empathy, logical thinking, and long‑termism, professional skills such as demand management, product design, and project execution, and strategic thinking including business insight, industry vision, and ecosystem building, while offering practical frameworks and examples for each.

capability modelproduct manager skillsproduct-management
0 likes · 9 min read
What Skills Make a Great Product Manager? A Complete Capability Model
Model Perspective
Model Perspective
Mar 16, 2024 · Artificial Intelligence

What Watching a TV Drama Reveals About AI Model Training and Learning Strategies

The article draws parallels between expert viewers dissecting the drama "The Legend of Zhen Huan," efficient paper‑reading techniques, and the active‑prediction plus contrast‑learning approach that underpins modern AI model training, highlighting how proactive thinking boosts both personal and machine learning outcomes.

AI trainingPredictionactive learning
0 likes · 8 min read
What Watching a TV Drama Reveals About AI Model Training and Learning Strategies
Model Perspective
Model Perspective
Feb 23, 2024 · Fundamentals

Boost Decisions with Add, Subtract, Multiply, Divide Thinking

This article explains quantitative thinking—a data-driven mindset—by detailing four core methods: addition thinking for aggregating contributions, subtraction thinking for eliminating excess, multiplication thinking for leveraging synergistic combinations, and division thinking for breaking complex problems into manageable parts.

Analysisdecision makingproblem solving
0 likes · 8 min read
Boost Decisions with Add, Subtract, Multiply, Divide Thinking
Model Perspective
Model Perspective
Jan 29, 2024 · Fundamentals

How Game Theory Can Improve Everyday Decisions: Simple Strategies Explained

This article introduces the basic concepts of game theory and shows how understanding strategic interactions—from neighborhood noise disputes to everyday negotiations—can help individuals make wiser, more cooperative decisions and improve long‑term outcomes in daily life.

Game Theorydecision makingsocial interaction
0 likes · 6 min read
How Game Theory Can Improve Everyday Decisions: Simple Strategies Explained
Architect
Architect
Sep 29, 2023 · Fundamentals

Game Theory: Types, Nash Equilibrium, and Classic Models Explained

This article introduces the fundamentals of game theory, covering game classifications, Nash equilibrium, strategic attributes, rational assumptions, common knowledge, and a range of classic game models such as the coward game, prisoner's dilemma, and the 10,000‑yuan trap, illustrating their real‑world applications.

Economic ModelsGame Theorydecision making
0 likes · 20 min read
Game Theory: Types, Nash Equilibrium, and Classic Models Explained
21CTO
21CTO
Sep 6, 2022 · Fundamentals

Top Strategic Thinking Frameworks Every Developer Should Master

The article introduces four essential strategic thinking frameworks—McKinsey’s 7‑step problem‑solving method, SWOT analysis, TWOS strategic planning, and the PEST model—providing concise explanations and visual aids to help developers and other professionals enhance their decision‑making and planning skills.

PestSWOTdevelopment frameworks
0 likes · 2 min read
Top Strategic Thinking Frameworks Every Developer Should Master
DevOps
DevOps
Jul 20, 2022 · Backend Development

Applying the “Individual‑Ten‑Hundred‑Thousand” Thinking Method to Domain‑Driven Design

This article introduces the “individual‑ten‑hundred‑thousand” thinking framework, maps its four levels (digital transformation, strategy, governance, management) to Domain‑Driven Design, and explains how DDD principles, strategic design, team organization, and tactical design together support successful microservice and middle‑platform architectures.

Domain-Driven Designstrategic thinking
0 likes · 9 min read
Applying the “Individual‑Ten‑Hundred‑Thousand” Thinking Method to Domain‑Driven Design
21CTO
21CTO
Nov 7, 2020 · R&D Management

What Every Aspiring CTO Must Learn: Frontline Lessons on Leadership

This reflective essay shares practical lessons from a former architect turned CTO, covering the importance of listening, avoiding low‑value promises, leading by example, building a clear value system, and shaping a distinctive team culture to drive effective technology leadership.

CTOLeadershipManagement
0 likes · 16 min read
What Every Aspiring CTO Must Learn: Frontline Lessons on Leadership
ITFLY8 Architecture Home
ITFLY8 Architecture Home
Feb 2, 2018 · Backend Development

What Makes a Great Software Architect? 7 Essential Skills Revealed

This article explores the seven core competencies—technical expertise, abstraction, design foresight, systematic thinking, problem‑solving depth, cross‑domain knowledge, and communication—that distinguish a successful software architect and guide how to develop them.

Software ArchitectureSystem Designabstraction
0 likes · 13 min read
What Makes a Great Software Architect? 7 Essential Skills Revealed
21CTO
21CTO
Feb 24, 2016 · Fundamentals

What Mindset Makes a Great Software Architect? Vision, System Thinking, and Lifelong Learning

In this interview, chief architect Wang Fuqiang shares the essential qualities of a successful software architect—forward‑looking vision, systematic thinking, an open mindset, and continuous learning—illustrated with real‑world examples and practical advice for building sustainable, high‑value systems.

System Designcontinuous learningopen mindset
0 likes · 14 min read
What Mindset Makes a Great Software Architect? Vision, System Thinking, and Lifelong Learning