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14 updated articles
- Claude Code Security Sandbox: Bubblewrap, Permissions, and Context Boundaries
- Zhang Zala follow-builders Skill: Installation, First Use, and Automatic Push Conditions
- How Do You Test Agent Inference Acceleration? Tool Waits, Time to First Token, and Failures Across 32 Real Tasks
- What Is Anthropic LTBT? The Long-Term Benefit Trust and Governance Boundaries
- Karpathy’s LLM OS and Software 3.0: Talk Notes and Product Design
- Karpathy Learning Map: Software 3.0, Vibe Coding, and nanochat
- How Do You Accept an AI Agent? From Demo Success to Business Task Completion
- newtype Knowledge Management System: The Evolution of Obsidian, NotebookLM, and Life OS
- Lenny Interview Notes: Product, Engineering, and Design Collaboration at Anthropic and OpenAI
- Zara Zhang Zala Content Creation SOP: Xiaohongshu Output, Positioning, and Learning in Public
- Ruan Yifeng Weekly Tool Navigation: AI, Development, and Reading Leads (Historical Selection)
- AI Video Last-Frame Relay: Continuous Segment Stitching and Seam Acceptance
- Zara Zhang Zala's Skill Product Portfolio: Frontend Slides, Tab Out, and Delivery Retrospective
- AI Builders Digest — 2026-10-25
14 updated articles
- AI Builders Digest — Oct 24, 2026: Codex CLI, Agent Memory and Security
- AI Product Picks — October 24, 2026: Sign-In, Local Assistance, and Game Publishing
- AI Agent Architecture and Multi-Agent Orchestration
- AI Builders: Agent-Native Products and Enterprise AI Deployment
- Zhang Zala's Vibe Coding Method: How Non-Programmers Can Build Small Products with AI
- How to Become a Super Individual in the AI Era: newtype’s Practical Roadmap from Creating Work to Landing the First Paying Client
- How n8n MCP Connects to Claude: Analysis of newtype's Historical Workflow Configuration
- How to Do UI Design with AI: Prompts, Design Systems, and Interactive State Practice
- How AI Product Teams Collaborate: Division of Labor Between Product Managers, Designers, and Engineers
- What’s the Difference Between UX, UI, and Usability? An Introduction to User Research and Design Tradeoffs
- Ruan Yifeng on AI: Open-Source Models, Independent Judgment, and Code Verification Responsibility
- Claude Code Workflow: CLAUDE.md, Permissions, and Context Management (Historical Share)
- AI Builders Digest — Oct 23, 2026: Mistral, Claude on Google Cloud and Agent Skills
- AI Builders Digest — Oct 22, 2026: Claude Duet, Agent Security and Frontier Teams
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68 updated articles
- Wang Kai's Decision-Making System for the AI Era
- First-Party Perspective from the Anthropic Engineering Team: Agent Engineering / Skills / MCP / Claude Code (2025–2026 Complete Collection)
- AI Builders · AI for Science, Deep Tech, and Compute Infrastructure (Podcast Digest)
- Lean Startup / MVP / Critical Assumptions (Cross-Author Thematic Synthesis)
- Overseas Promotion and Multi-Account Matrix (Cross-Author Thematic Synthesis)
- AI Companionship and Interactive Characters: Relationship Continuity, Content Supply, and Long-Term Value / AI Companionship and Interactive Characters
- AI Industry and Infrastructure: Capabilities, Delivery, Capital and Value Allocation / AI Industry and Infrastructure
- AI Builders Digest — 2026-10-18
- FlowGPT’s Early Growth: Let Creators Finish the Experience, Then Ask Why Users Return
- Growth needs more than arrivals: supply and feedback must learn to serve them
- Deliver While Waiting for Better Models: Three Routes Proposed at the Start of 2024
- Wanaka’s Social Games: Give Friends Something to Play Before Building a New Network
- Which Judgments May Become Actions? Wu Haozhe on an Auditable AI-Trading Process
- Good Evaluation Must Explain Real Experience: From Model Rankings to User Tasks
- As models change, should applications preserve the problem or today's solution?
- Before judging an AI opportunity, identify the capability you are betting on
- AI Hardware Needs Room to Correct Mistakes: Beyond Crowdfunding to Lasting Delivery
- Sheet0 on Agents: Define the Deliverable, Then Build Environmental Feedback
- Three Years Later, How Does Conviction Change? Zhang on Problems, Action and Agent Responsibility
- Two Kinds of Fit in AI Coding: Users Must Delegate the Task, and the System Must Deliver It
- Dify’s Two-Year Review: Product Choices That Bring Models into Enterprise Work
- Mercor's opening: turn finding experts into dependable, continuing delivery
- From Directing AI to Accepting Results: Wang Wenfeng Revises His Agent Thesis
- OpusClip’s Growth Learning Sequence: Find Partners, Identify Value Moments, Then Repair Retention Leaks
- After Saying “There Is a Bubble”: Separate AI Prices, Delivery and Cash Flow
- Software Value Lives in the Distance Between User Intent and Results
- After Small-Model Training Gets Cheaper: Lu Yuxin Returns to Data and Serving
- Fan Haoyu on Product Completeness: Look Beyond Metrics to How People Live with Products
- AI Product Judgment Comes From Running a Model as a User Experience
- The Product Boundary of Reinforcement Learning: Acting and Asking After Answering
- Answer.AI’s Lesson in Going Abroad: Verify the User, Then Connect Learning Value to Payment and Growth
- Pace an Early AI Startup: Complete One Small Loop Before Expanding People and Spending
- Information Accelerates; Judgment Need Not Match Its Pace
- Hype, Delivery and Prices: Mo Jielin on Expectations After DeepSeek and Manus
- Enterprise AI Must Count Review Work: Jenny on Reliable Workflows, Customers and Capital
- From Information to Action, From Watching to Participating: Qu Kai’s Early-2025 Thesis
- Turn Optimism into Preparation: Build Useful Tests When External Feedback Slows
- Coding Agents Beyond the Editor: Capability Can Expand, but Task Boundaries Still Need Definition
- Building Environments for Agents: Feedback, Boundaries and Resuming After an Interruption
- Meshy’s 3D Generation Lesson: A Good Turntable Video Is Still Several Steps from a Usable Asset
- Synthetic Data Means More Than Generating More: Meng on Environments, Evaluation and Self-Improvement
- Improving the Chance of Success Starts with Admitting Users Have Alternatives
- Growth Is Part of the Product: ACE Studio’s Experiments With Pricing, Channels and Feedback
- AI Infrastructure Starts with Choosing Which Bill to Optimize
- Enterprise AI’s Business Case: Buying Compute Does Not Establish Product Value
- A company's exit does not settle demand: three separate scorecards for Character.AI
- Before copying an organization chart, ask who the business needs and how they deliver together
- When Software Becomes Easy to Make: Albert Looks to Experience and Meaningful Recognition
- Junior’s Team Agents: Knowing Company Information Also Means Knowing Who Must Not Hear It
- Character.AI’s Post-Training: More Conversation Does Not Necessarily Mean Better Understanding
- An Agent Must Handle the Consequences of Action: Pokee’s RL and Language-Model Approach
- Albert’s Sequence for Finding PMF: Deliver Judgeable Value, Then Build Advantages That Sustain the Business
- From a Wine-Buying Bot to Accountability: Turning Zhang Jinjian’s AI Vision Into Product Questions
- Monica’s Distribution Business: Put Features Within Reach, Then Build Your Own Growth Capability
- Chen Yu’s Technical Judgment: Establish Why It Matters, Then Find Evidence It Can Be Built
- Personal AI’s Hard Question: When Does Remembering Your Life Become Understanding You?
- Even without predicting a bubble's end, examine how your judgment becomes distorted
- The Product Problem in Multi-Agent Work: Knowing Which Task a Message Belongs To
- After Token Consumption Grows, Who Turns Intelligence into Sustained Delivery?
- Companionship Without Competing for Time: Putting AI Inside What the User Already Does
- When code becomes cheaper, organizations must shorten handoffs and own consequences
- Three Questions After Sora: Capability Is Growing, but Who Benefits and Why Do Users Need It?
- Nvidia’s System Competition: Become a Complement, Then Change What Matters Most
- Three Routes to AI Product Fit: Help Beginners Finish, Professionals Refine, and Fans Return
- Early Dify’s Product Judgment: Who Keeps an Application Useful After the Model Is Connected?
- EVE’s Companion Design: How a Relationship Continues After the AI Remembers You
- Gaotu’s AI Implementation: Serve Neglected Customers Before Discussing the Replacement of Top Salespeople
- The AI Music Opportunity: Turn “Generate a Song” Into Purposeful Expression
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6 updated articles
- How Do You Accept an AI Agent? From Demo Success to Business Task Completion
- How to Price AI Agents? Choosing Between Per-Seat, Usage-Based, and Outcome-Based Models
- How to Design Enterprise Agent Permissions? A Tiered Checklist from Reading Materials to Making Payments
- How to Choose Between Personal Agents and Team-Shared Agents? Start with Knowledge, Permissions, and Maintenance Costs
- How to Choose Between Model APIs and Self-Hosting? Calculate the Full Costs of Operation, Maintenance, and Failure
- AI Builders Digest — 2026-10-11
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384 updated articles
- From a Source Document to an Article That Makes a Judgment
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- SEO for a content site: from a reader’s question to a maintainable article
- How should we evaluate the product value of personal agents?
- Independent development: from building it to confirming it works
- Daily AI product picks · September 26, 2026: making AI work easier to check
- 36Kr Pitchhub Scraping Methodology
- Aesthetics / Democratization of Creation (Cross-Author Thematic Synthesis)
- Evolution of the AI Coding Tool Stack (Cross-Author Thematic Synthesis)
- AI Industry Judgments and Company Competition (Cross-Author Thematic Synthesis)
- AI Investment and Valuation (Cross-Author Thematic Synthesis)
- AI Product Manager Interviews and Career Transition / A Compilation of 12 Resources
- AI Self-Media and Content Engineering (Cross-Author Thematic Synthesis)
- AI Video Generation SOP (Cross-Author Topic Synthesis)
- AI Video Post-Production Head Float (A Deterministic Solution for POV Anthropomorphism)
- AI Content Watermarking and Provenance (Offense/Defense + Strategy)
- Deep Dive: China AI / Frontier Technology Funding in H1 2026
- Deep Dive into China Healthcare Financing 2026 H1
- China Consumer AI Interactive Entertainment Product Financing 2026 H1
- China IPO + M&A 2026 H1 Exit-Side Deep Dive
- China Venture Capital 2025 List Snapshot and Associated Cases
- China Venture Capital 2026 H1 Panoramic Snapshot
- Claude Code Internal Architecture (Decompiled Source Code Level)
- Claude Code Insider Discoveries (Telemetry / Codenames / Undercover Mode / Remote Kill Switch / Roadmap)
- Claude Code Workflows (Cross-Author Thematic Synthesis)
- Claude Skill Engineering (Cross-Author Thematic Synthesis)
- Needs Analysis / JTBD / Product Core (Cross-Author Topic Synthesis)
- 2026 Mainland China GFW Circumvention Anti-Blocking · Airport Selection · Self-Build · Automatic Failover
- Inspiration Flash / Flow / Creativity (Cross-Author Thematic Synthesis)
- 2026 Hong Kong Account Opening and Cross-Border Investment Compliance for Mainland Chinese Residents (Rectification Period Edition)
- IFS / Inner Work / Emotion Management (Cross-Author Thematic Synthesis)
- Life Direction / Red Dot / Financial Freedom (Cross-Author Thematic Synthesis)
- LLM Distributed Training / GPU Clusters / Inference Optimization (Cross-Author Topic Synthesis)
- LLM Fine-tuning / LoRA / RLHF / DPO (Cross-Author Topic Synthesis)
- LLM Fundamentals (Transformer / Attention / Three PLM Types) (Cross-Author Topic Synthesis)
- MCP Protocol Ecosystem (Cross-Author Thematic Synthesis)
- Opportunity Forecasting / Business Forecasting / Endgame Perspective (Cross-Author Thematic Synthesis)
- PostHog Product Analytics Platform · Onboarding Methodology and Hands-On Investigation SOP
- Prompt / Context Engineering (Cross-Author Thematic Synthesis)
- RAG / Knowledge Base Engineering (Cross-Author Topic Synthesis)
- Research Methodology / OSCAR / Research Hacker (Cross-Author Thematic Synthesis)
- 2026 Multi-Account Social Media: Residential Proxy + Fingerprint Browser Matrix (Including China Deployment)
- In-Depth Retrospective / Failure Pitfall Case Library (Cross-Author Thematic Synthesis)
- ROI / Decision Evaluation System (Cross-Author Topic Synthesis)
- Scaling Law / AGI Timeline / Software 3.0 (Cross-Author Thematic Synthesis)
- Data-Driven SEO Content Engine Methodology (How to Operate It, Not "What Google Says")
- The SEO × LLM Era (Cross-Author Topic Synthesis)
- Time Management / Personal OS / Life OS (Cross-Author Thematic Synthesis)
- Unit Model / Economies of Scale / Business Model (Cross-Author Thematic Synthesis)
- Vibe Coding and Independent Development (Cross-Author Thematic Synthesis)
- GSC Blog 2005–2010: The Infrastructure Era (Birth of Webmaster Tools / Sitemap Protocol / Early Spam)
- GSC Blog 2005-2010: The Infrastructure Era (Birth of Webmaster Tools / Sitemap Protocol / Early Spam)
- GSC Blog 2011-2015: The Era of Algorithm Waves (Panda / Penguin / Hummingbird / Mobilegeddon / Knowledge Graph)
- GSC Blog 2011-2015: The Era of Algorithm Waves (Panda / Penguin / Hummingbird / Mobilegeddon / Knowledge Graph)
- GSC Blog 2016–2020: Mobile-First / AMP / New Search Console / COVID Era
- GSC Blog 2016-2020: Mobile-First / AMP / The New Search Console / COVID Era
- GSC Blog 2021–2026: The Era of Helpful Content / Page Experience / AI Overviews
- GSC Blog 2021-2026: The Era of Helpful Content / Page Experience / AI Overviews
- The 5 Major AI Algorithm Milestones in Google Search (RankBrain/BERT/MUM/HCU/AIO)
- Google Search Central Blog Author Directory (80 Authors)
- Google Search Central Blog Author Directory (80 Authors)
- Google SEO Basics + How Search Works + Search Essentials
- Complete JavaScript SEO Guide (Basics + Diagnosis + Dynamic Rendering + Lazy Loading)
- Complete JavaScript SEO Guide (Basics + Diagnosis + Dynamic Rendering + Lazy Loading)
- Google Ranking Systems + Core/Spam Updates + Business Information Establishment
- NNGroup Accessibility / Barrier-Free Design (5 Articles · Three Key Distinctions in Inclusive Design · The Science of Dark Mode and 8 Major Pitfalls · Screen Reader User Research · 16 Guidelines for Telephone Voice Trees)
- NNGroup UX in Agile Development (13 Articles · Current State of Agile UX / Scrum & Sprint Cadence / Discovery & SCALE / Three Schools of MVP Debate & Risk-Reward Matrix / Value Hypothesis vs Solution Hypothesis / Integrating User Research into the Backlog / Problem-Hypothesis-Fact Knowledge Board / Lean UX Documentation / Collaborative Design 6up-1up & Whiteboarding Sessions & Telephone Game / Five Content Stories / Design Thinking Flashlight Model / Iterative Testing at Mozilla with 70% ROI / Top 10 Practical Tips)
- NNGroup AI Product and Conversational Interface Design (20 articles · 6 conversation types / 4 degrees of anthropomorphism / sycophancy / smarts over sentience / explainable AI citations and disclaimers / truncated pyramid for less chat more answer / 3 types of prompt suggestions · CARE framework · 4 uses of prompt controls / GenUI vs Vibe Coding · return of buttons and checkboxes · Promptframe · designing interfaces with prompts / 4 roles of AI assistants · creative partner P&G 776-person experiment · initial review of ChatGPT Agent · Google AI Mode · why users switch between GenAI and search)
- NNGroup Using AI for UX Research + Designer Competencies in the AI Era (12 Articles · Accelerating Research / Planning Research / Generating Mock Tables / Red Lines for Synthetic Users / Evaluating AI-Simulated Behavior / Methodological Pitfalls / How GenAI Works / Redefining Design Skills / The Return of Generalists / AI Literacy)
- NNGroup Analytics & Metrics (Choosing the Right Metrics / Conversion Funnels / Statistical Significance and Confidence Intervals / Four Steps to UX ROI / Sampling and Confounding / Triangulation / Vanity Metrics / Benchmarking)
- NNGroup Content Strategy and Web Writing (4 Phases of Content Strategy · Content Inventory and Audit · Content Standards/Design Systems · 3 Content Management Models · 5 Scanning Patterns for How People Read Online · Inverted Pyramid · 7 Methods for Concise Writing · 5 Layout Approaches for Long-form Content · 3I/3C for Microcopy · 4 Dimensions of Tone of Voice · Content Testing · Eyetracking)
- NNGroup UX for Corporate Sites and B2B Websites (Public-Facing Corporate Homepages + Internal Intranet Employee Systems + B2B Long-Cycle Multi-Stakeholder Procurement)
- NNGroup Customer Journeys (Five Elements of Journey Maps / Seven Analysis Methods · Four Mapping Approaches vs Service Blueprints/Experience Maps/Empathy Maps · Journey vs Flow vs Story Maps · Three Lines and Five Steps of Service Design and Blueprints · Project Methodology: As-Is/To-Be & Assumption-First/Research-First · CX Transformation and Journey-Centric Design · Research Foundations: CUEs/User Panels · Practical Cases: Luxury/Healthcare/AI Image Generation)
- NNGroup Design Process and Deliverables (17 articles · Discovery Mindset/CSD Matrix/Project Kickoff · Wireframes and Collaborative Sketching/Promptframes · Low-Fidelity vs. High-Fidelity Prototypes · Design Specs/50+ Deliverable Terminology/Most Commonly Used Deliverables · Expert Review/Workshop Facilitation · Storyboards · In-Process Surveys)
- NNGroup E-Commerce UX (15 Articles · PLP Pagination Alternatives / Category Pages / Comparison Tables / Multi-Variants / Product Photos / Model Diversity / Shopper Typology / Compensatory vs Noncompensatory Decision-Making / International Sizing / UGC Translation / Social Responsibility / Luxury E-Commerce / AR)
- NNGroup Email and Social Media UX (6 Articles · Emojis in Subject Lines / Top 10 Unsubscribe Mistakes / 16 Guidelines for Status Tracking / 6 Types of Social Media Interactions / 3 Social Media Insights / Dark Patterns in K-Pop Direct Messaging Apps)
- NNGroup Human-Computer Interaction HCI (Motor Laws Fitts/Steering · Touch Target 1cm · State Switching/Feedback · Tutorials vs Contextual Help · Task Analysis/Data Tables · Smart Home/AI Trust · Virtual Queues · AR Calibration)
- NNGroup Information Architecture IA (Three IA Models · IA vs Sitemap · Flat vs Deep Hierarchies · Full Taxonomy Workflow · Left-Side Vertical Navigation · 5 Common Pitfalls of Privacy Policy Pages)
- NNGroup UX Team Organization and Operations (DesignOps 5 Structures · Centralized/Embedded/Matrix Reporting · MUXI · RACI · Role Responsibilities · 30/60/90-Day Onboarding · UX Research Plan PET(S) · Design Thinking-Strong Teams · Team Decision Quality: Confirmation Bias/Groupthink/Ink Thinking · 6 Levels of UX Maturity and Top Challenges · Refine/Remodel/Rebuild)
- NNGroup Mobile and Tablet Design (19 Articles · Touch Physics/Thumb Zone Fitts/Microsessions 15s/Bottom Sheets/Accidental Overlay Dismissal/Tabs/Carousels/Mobile Form Checkout/Time Zone Selection/Data Tables/Three States of System Status/Error Message Scoring/5 Push Notification Mistakes/Ineffective Onboarding Tutorials/Responsive Content Dispersion/13 QR Code Guidelines/6 Smartwatch Interaction Types/Banner Blindness)
- NNGroup Interaction Patterns · Ethics · Globalization · Emerging Technologies (15 Patterns · Deceptive Patterns/Sneaking/Dangerous UX · Inclusive Design · Global Cross-Cultural/Language Switching/Size Standards/Omnichannel · VR-AR/GenAI Prompt Controls · User Autonomy · UX Copy Length/Recommended Content)
- NNGroup Interaction Patterns · Feedback · Dialogs · Notifications · Loading · Tips · Empty States · Data Presentation (15 Patterns · When to Use/How to Choose/Counterexamples)
- NNGroup Interaction Patterns · Forms and Input Controls (19 patterns · form validation/checkboxes/date input/steppers/parameter controls/listbox vs dropdown/toggles/split buttons/cancel vs close/link labels/passwordless login/wizards/drag and drop/accelerators/calculator quizzes)
- NNGroup Interaction Patterns · Navigation and Search (25 patterns · Global Navigation/Local Navigation/Breadcrumbs/Hamburger Menu/Contextual Menu/Menu 17 Guidelines/Tabs/Accordions/Footer/Sticky Header/Table of Contents/In-Page Links/Spatial Memory/Site Search/SERP/Filters/Pagination/Tree Testing)
- NNGroup Interaction Patterns · Overlays · Scrolling · Mobile & Responsive (13 patterns · Accidental overlay dismissal / Bottom sheets / Instructional overlays / Infinite scroll alternatives / Save scroll position / Scroll fading / Scrolljacking / Cookie permissions / Mobile permission requests / Mobile onboarding / Responsive breakpoints / Mobile-first drawbacks / Task switching)
- NNGroup Personas (Essence / Three Types / Scope & Hierarchy / Creation / Comparison with JTBD, Archetypes, Segments / Application / Maintenance / 5 Major Failures)
- NNGroup Persuasive Design and Behavioral Psychology (Six Principles of Persuasion · Cognitive Biases · Attention Limits · Information Foraging and Wayfinding · Mental Models · Hierarchy of Trust · Self-Determination Motivation · Privacy and Ethical Boundaries · 26 Articles)
- NNGroup Product and UX Collaboration (Empirical PM×UX Responsibility Disagreements · Root Causes of Overlapping Work · PM Role Archetypes · RACI Responsibility Allocation · Five Collaboration Recommendations · UXers Thinking Like Product Leaders · PLG · Glossary)
- NNGroup Qualitative Research and Research Methods Toolbox (Method Landscape / Interviews / Empathy Map / Sample Size / Task Design / Moderation / Expert Evaluation / Workshops / Ethics)
- NNGroup Quantitative Research (A/B Testing · Sample Size · Confidence Interval · UX Metrics · Conversion Analysis · Benchmarking · Learning Curve)
- NNGroup Usability Testing and the 10 Usability Heuristics (Complete table of 10 heuristics · Application to complex applications · User delight hierarchy · Testing methods: 5-user rule/recruitment/remote testing/task scenarios/stepped tasks/attitudinal vs behavioral/4-step analysis/small-sample error/competitive evaluation)
- NNGroup UX Research Methods Glossary (39 Bilingual Chinese-English Quick Reference Entries)
- NNGroup UX: Influencing Upward, Metrics, Strategic Tools, Roadmaps, Careers (13 Articles: Proving UX Value Upward — How to Sell UX "If…Then…" Formula, Rhetorical Triangle ethos/pathos/logos, UX & Marketing Collaboration / UX Metrics Workshop Aligning with Organizational Goals, UX Goals vs OKRs vs KPIs, CASTLE 6 Dimensions for Mandatory-Use Software / Stakeholder Analysis Power-Interest Matrix + Attitude, SWOT Four Quadrants / Roadmap 6 Steps, 5 Prioritization Methods, Journey Map Time Investment 73.8h / Career STAR, METEOR Interview, Portfolio)
- NNGroup UX Maturity Model (6 Stages · 4 Factors · Living System Perspective)
- 19 NNGroup UX Principles / Golden Slogans (You Are Not the User / Keep It Simple / Less Is More / Why Beats What / It Depends … Clustered into 5 Major Themes + Core Mindsets/Counterexamples)
- NNGroup UX Research Method Selection (Quick Reference for 23 Methods / Four-Quadrant Positioning / Selection by Problem-Stage-Budget / Five Families: Qualitative Exploration, Quantitative Validation, Expert Evaluation, IA, Behavioral Analysis)
- NNGroup UX Strategy · Roadmap · Maps · Risk & Debt · Retrospective · Stakeholders (21 articles · UX Strategy/Three Stages of Complex Applications/CASTLE/Mood Board · Roadmap Roles & Timing + 5 Prioritization Methods + Pareto · Interactive Maps/Asset Mapping/Journey Map Creation Time 73.8h/Skill Map · 6-Step Design Risk + UX Debt + Breakage Tracking RAS · 4-Step Retrospective/7 Elements of Postmortem · Stakeholder Power-Interest Matrix + Interviews + Cross-Team + RACI + Scrum Responsibilities)
- NNGroup Visual Design Principles: Gestalt Grouping, Visual Hierarchy, Typography, Color, Imagery (19 articles · Five core visual principles / Gestalt proximity-similarity-closure-common region / Visual hierarchy-grid-golden ratio / Typography terminology-pairing-readable typefaces / 60-30-10 color rule / Picture superiority effect-photography-imagery / Aesthetic-usability effect / Glossary)
- NNGroup Design Systems · Icons · Visual Style · Motion · Visual Testing (19 articles · Design Systems vs. Style Guides · 4 Icon Usability Criteria / Recognition vs. Interpretation · Skeuomorphism / Glassmorphism / Flat / Neumorphism · Clickable Element Identification + Banner Blindness · 6 Uses of Animation · Visual Testing Attitudinal vs. Behavioral / Desirability Toolkit / Mood Boards)
- NNGroup Visual Reference Gallery Index (Chart 80 + UX Research Visualization Examples)
- AI Agent Technology Architecture Evolution 2025 (In-Depth Research Report)
- newtype · Agent Architecture and Multi-Agent Orchestration
- AI Agent Market Investment Trends 2025 (Data Report)
- Close Reading of 3 Agent Research Papers (2024–2025)
- newtype AI Business, Industry and Investment Observations
- newtype · AI Coding Practice and Tool Stack Evolution
- AWS Agent Lecture Series 2025 (Compilation of 4 Talks)
- newtype Essay Collection (Industry Analysis + Philosophy + Startup Stories)
- Foundation Models for NLP (In-Depth Reading of a Springer Textbook)
- newtype · MCP Protocol and Ecosystem in Practice
- newtype Model Evaluation, Fine-Tuning, and Hardware Evolution
- newtype Tool Stack: Oh My OpenCode Customization + newtype CLI Multi-Agent Team
- newtype · Prompt / Context Engineering in Practice
- newtype Prompt Template Library (4 Production-Grade Prompts + 1 CLAUDE.md Sample)
- newtype Planet Q&A Highlights (2025 H1)
- newtype · RAG in Practice and Knowledge Base Evolution
- newtype Skill System in Practice (Super Analyst v1/v2 + Super Writer)
- newtype · AI Tool Stack in Practice and Evolution
- newtype · Vibe Coding Independent Product Playbook
- Airbnb Design Language and Historical Releases (2021–2025 Quarterly Release Timeline + DLS Design System + Trust/Belonging Design)
- The Baiziwan Place Name Meme: Dissemination Timeline and Evidentiary Boundaries
- dontbesilent AI Self-Media Course / 13 Systematic Methodology Lessons
- The 5 Core Principles of the Duolingo Playbook + Green Machine Work Method (Take the Long View / Raise the Bar / Ship It / Show Don't Tell / Make It Fun + Green Machine)
- Icon Design Research: Digital Icons That Work (Icon Association Survey: 10,700 Responses + Design Principles + High-Risk Icon Checklist)
- Reverse-Engineering Creator Strategies from X's Recommendation Algorithm Source Code (Lao Zhang)
- Laws of UX: 28 UX Laws (Fitts's / Hick's / Miller's / Jakob's / Tesler's / Doherty / Peak-End / Von Restorff / 5 Gestalt Principles / Aesthetic-Usability … Bilingual Chinese-English, Organized by 6 Core Intent Clusters)
- Google Material Design 3 Design System (Core Principles and Rules for Dynamic Color, Type Scale, Tonal Elevation, Shape, Adaptivity, Motion, and Accessibility)
- Curated Highlights of Medium UX Articles (Multi-Topic: GenAI UX Patterns / Research & Experiment Methods / Mobile Trends / Inclusivity / Information Architecture / Company Cases)
- Refactoring UI: A Practical UI Handbook for Non-Designers (Hierarchy · Whitespace and Spacing · Color Systems · Typography · Depth and Shadows · Image Processing · Final Polish · Practical Teardowns)
- 2026 Systematic Analysis of the US-Israel-Iran War (Geopolitics + Energy + Market Strategy)
- Rich Dad Poor Dad / Robert T. Kiyosaki: A Classic Personal Finance Primer
- Sajid Code UI Design in Practice (Copy Great Work > Originality / Typography Accounts for 80% of UI / Spacing and Color Selection Methods / Fixing Boring UI)
- Shape of AI AI Product UX Pattern Library (Seven Major Categories: Wayfinders/Inputs/Tuners/Identifiers/Governors/Trust/Dark Patterns + Design Guidelines)
- Typography and Typeface Knowledge (Google Fonts Knowledge: Type Classification & Anatomy / Type Selection & Pairing / Legibility & Accessibility / CJK Multilingual Script / Glossary)
- UX Metrics and ROI (HEART/SUS/NPS… Metric System + Methods to Convert UX Value into Monetary Terms + Reporting Talking Points)
- Design/AI Tools Industry Trend Snapshot 2025–2026 (Apple Liquid Glass / Figma·Adobe AI Arms Race / AI-Generated Interfaces / Creative Tool Platformization)
- Going Global / AI Product Tools Collection Directory (Will's Product Hunt Ecosystem Tool Link Index Organized by Industry + Category, index_only)
- Caviar AI Comic Drama Production Course / Section 1 Live Teaching Complete Methodology
- Wang Kai's AI Coding Practice: From Cursor to Claude Code Terminal Workflow
- Wang Kai Collection / 2023 AIGC Industry Report Archive
- Wang Kai: Analysis of Domestic AI Regulation and Localization Compliance
- Wang Kai's Claude Code Terminal Workflow Methodology (Full Version)
- Wang Kai Zsxq / Community / Content Operation Insights
- Wang Kai Collection / Close Reading of Cutting-Edge AI Papers and Reports 2024–2026
- Wang Kai IFS Internal Family Systems AI-Assisted Practice + Claude Skill Definition
- Wang Kai's Observations on AI Industry Judgments and the Competitive Landscape of Large Companies
- Wang Kai's RSI AI Investment Strategy and the "Good Asset, Good Price, Good Volatility" Framework
- Wang Kai Multi-Agent Browser Matrix Architecture (v1.1 Practical Guide)
- Wang Kai Going Global Promotion SOP and Overseas Multi-Account Matrix in Practice
- Wang Kai's Collection of Product Failure Postmortems
- Wang Kai's 1000+ AI Product Idea Library and Business Model Analysis
- Wang Kai RSI Investment Practical Case Collection + AI Value Investment Philosophy
- Wang Kai SillyTavern Video Production SOP (Skill Implementation Example)
- Wang Kai SOP for Overseas Operations Across 6 Platforms
- Wang Kai's Startup Methodology and Business Judgment Framework for the AI Era
- Installing and Using Skills on Claude.ai (Step-by-Step Guide + When to Use Them)
- Codex + Figma Toolchain (Steps and Skills for Installing Figma Skill/MCP · Generating Chart Component Library Slides · Converting Prototypes to Figma · Automatic SVG Icon Replacement)
- Figma Make Usage Manual (Operations and Use Cases for Basics/Templates/Importing Design Library Styles/Adding Guidelines/Open Source Components/Adding Backend/Publishing)
- will-ai-note Getting Started Guide (How beginners can start using this AI-assisted design material pack + route navigation)
- AI Product Manager Professional Certificate Course Essentials (8 Modules: PM Role, Product Lifecycle, Strategic Innovation, Stakeholder Communication, Commercialization, Career Development)
- Google Prompting Essentials Course Highlights (Prompt Framework / 4 Iteration Methods / Prompt Chaining / High-Frequency Scenario Playbooks)
- Will's AI Bot Usage Principles + Common UX Interview Questions + Creative Project Explanation Prompts
- AI-Assisted UX · Define & Insight Phase (Prompts and Workflows for Extracting Insights with AI, User Research Visualization, Chart Selection, Eye-Tracking Interpretation, and Solution Scoring)
- AI-Assisted UX · Delivery Phase (Using AI for Layout Design · Layout-to-Code Figma · Design Review · Showcasing AI Value + Will's Custom UX Metric Teardown Skill)
- AI-Assisted UX · Discovery and Research Phase (Prompts and Workflows for Using AI to Define Business/Experience Goals, MVP Metrics, Problem Framing, User Research Reports, and Background Infographics)
- AI-Assisted UX · Ideation Phase (Prompts and Workflows for Using AI to Create Project Decision Reports, Competitive Analysis, Innovative Product Concepts, User Flows, and Wireframes)
- UX Interaction Paradigms in the AI Era (7 Types: AI Embedded in Traditional UI / Agentive / Conversational / Human-in-the-Loop / Hyper-Personalization / Multi-Modal / Trends)
- Will's AI-Assisted UX Workflow Overview (Full A-Discover→F-Deliver Phase Skeleton + Navigation for 12 Sister Wiki Pages)
- AI-Driven Product Design / Vibe Coding Workflow (One-Sentence Requirement → Interrogation → PRD → DRD + Coding Prompt → Figma Make Demo → Launch → Visual Iteration)
- AI Visual and Motion Design Techniques (Prompts and Tools for Upscaling & Sharpening Images / 3D Icon & IP Design / KV Key Visuals / Stylized Illustrations / Visual Remix Reconstruction)
- Apple HIG Accessibility and Ethics: Accessibility (Nine Principles / Inclusivity / Privacy / Copywriting / RTL)
- Apple HIG Component Decision Manual (63 Components · When to Use Which)
- Apple HIG Design Principles and Mindsets (12 Core Principles / Fluid Interfaces / Intentional Design / Multisensory / ML Experiences)
- Apple HIG Visual Foundations (Color/Typography/Layout/Materials/Motion/Dark Mode/Icons/SF Symbols/Branding)
- History of Apple HIG Design: Origins of the 1987/1992 Desktop GUI Specifications (10 → 12 Human Interface Principles)
- Apple HIG Inputs (13 types · Touch/Gestures/Keyboard/Pointing/Pencil/Digital Crown/Eye tracking/Remote/Game controller)
- Apple HIG iPad & Mac Special Topic (Platform Differences / Cursor / Navigation / Copywriting / Charts / Windows / Subscriptions / Dynamic Components)
- Apple HIG: New Liquid Glass Design Language + SF Symbols + Typography (iOS 26 Visual System)
- Apple Design Guidelines Overview + Full Library Reverse Lookup Map (HIG Navigation Core)
- Apple HIG Interaction Patterns (25 Flow Patterns · Onboarding/Input/Feedback/Media/System Collaboration)
- Apple HIG Technology Integration Guide (29 items · Pay/Wallet/Health/Home/Siri/AI/Sign in/AR…)
- Apple HIG visionOS Spatial Computing (Eye and Hand Gestures / Immersion Spectrum / Comfort Science / Spatial UI / SharePlay)
- Apple HIG Small Platforms: watchOS / tvOS / CarPlay / Game Design
- Apple Operational Visuals + 2026 Cross-Platform Design Language Update (Liquid Glass Unification / Apple Intelligence)
- Yitang / Advanced Business Foresight (Industry Canvas + Concentration + Cases)
- Yitang / First Lesson on In-Depth Review
- Yitang / Complete Demand Analysis System (4 Stages: Decompose-Deduce-Evaluate-Calculate + JTBD)
- Yitang / Complete Five-Step Method System (Key Assumptions + Business Milestones + 5 Advanced Levels of the Five-Step Method + Implementation)
- Yitang / Complete Flash of Inspiration System (Cognition + Cases + Tools + Notes)
- Yitang / Life Redpoint Cognition Module + 100 Case Collection
- Yitang / Complete System of Product Core + Unit Model (Steps 2+3 of the Five-Step Method)
- Yitang / Complete System of Intelligence Research + Lean Experimentation
- Yitang / Complete ROI Scientific Decision-Making System (4 Core Lessons + 5 Candy Case Collections)
- Yitang / Compulsory Course on Time Management
- Yitang / Wang Huiwen's Tsinghua Product Course: Complete 66-Page Notes
- A Methodology for Opportunity Pre-Judgment
- AI Agent Evaluation Methodology (A Deep Dive into Anthropic Engineering Team's demystifying-evals)
- Anthropic Enterprise / Industry Product Portfolio + Strategic Partnerships (2025–2026)
- Anthropic · Claude Managed Agents Platform + 2026 Product/Security Updates (Official Blog Condensed)
- Claude Product Release Evolution (2024–2026 Complete Opus / Sonnet / Haiku 4.x Collection + Max Plan + Design)
- Anthropic Economic Index Complete Collection (AI Economic Impact Measurement, 2025–2026 Series)
- Anthropic Interpretability + Claude Behavior Research (Natural Language Autoencoders + User Usage Insights)
- Anthropic AI Safety / Alignment / Policy Research Complete Collection (Constitutional AI + RSP + Welfare + Policy)
- Claude Cowork / Dispatch / Design / Tutorials + Use Cases (Complete User Operation Layer)
- Shensi Circle / AI Coding Company Case Studies (Cursor/Lovable/Bolt/Devin/Replit)
- Shensi Circle / AI Primary Market VC Perspective (a16z + Sequoia + YC)
- Shensi Quan Author Complete Works Portal
- Shensi Circle / Chinese and Ethnic Chinese Founders + Going Global (74 articles)
- Shensi Circle / Moves of Leading AI Companies (OpenAI/Anthropic/Google/Apple/Perplexity)
- AI Builders · Long-term Views from Investors and Ecosystem Observers on X (Curated Tweets)
- AI Builders · Long-Term Views from Product Founders and Operators on X (Curated Tweets)
- AI Builders · Long-term Views from Labs and Model Camps on X (Curated Tweets)
- Xiaohongshu / Vibecoding Aesthetics + Creator Economy Collection
- Xiaohongshu / AI Tools + Skill Tutorial Collection
- Xiaohongshu / AI Video 1-to-1 Replication Complete Workflow
- Xiaohongshu / AI Webpages + 3D Interaction + Pretext Design Collection
- Xiaohongshu / Creative + Healing + Nature Theme Collection
- Xiaohongshu / Data + History + Culture Visualization Project Collection
- Xiaohongshu / Music × Mathematics Collection (Euclidean Rhythm + Whitney Music Box)
- Xiaohongshu / Vibecoding Practical Collection (Games/Tools/Mini Programs)
- Google UX Certificate / Using AI for UX and Job Search
- Google UX Certificate / Foundations of UX Design
- Google UX Certificate / Portfolio · Resume · Interview · Job Search
- Google UX Certificate / UX Research and Empathy - Define
- Google UX Certificate / Testing, Iteration, Design Critique, Handoff
- Google UX Certificate / Visual Design · Design Systems · Responsive Design
- Google UX Certificate / Ideation, Wireframing & Low-Fidelity Prototypes
- Zara Zhang Zala / Life Observations (Reading / Travel / Parenting / Studying Abroad / Languages)
- zara Zhang Zala / North America Career Development SOP (Liberal Arts → VC → ByteDance → AI Indie Developer)
- Zara Zhang Zala / PM & VC Career Trajectory + Computer History Museum Docent
- LLM Interviews / Infrastructure and Components
- LLM Interview / Distributed Training: 8 Illustrated Articles
- LLM Interviews / Complete Special Topic on Fine-Tuning and Reinforcement Learning
- LLM Interviews / Complete Special Topic on RAG (Retrieval-Augmented Generation)
- Core Reading Guide for 5 Introductory Heavy Books on Large Models / 1485-Page Systematic Textbook
- GSC Blog: The Evolution of AI Search and Google's Stance on AI Content (2015–2026)
- GSC Blog: Core Updates and the Evolution of Algorithm Iterations (2010–2026)
- GSC Blog: Evolution of Googlebot / JS-SEO / Mobile-first / Page Experience (2016–2026)
- GSC Blog: Quality Policies and the Evolution of E-E-A-T (Webmaster Guidelines → Search Essentials)
- GSC Blog: Robots / Sitemap / Canonical / Hreflang / Indexing API(2016-2026)
- GSC Blog: Spam Policies and Site Reputation Evolution (2016–2026)
- The Complete Guide to Canonicalization / Redirects / Site Migration (with full HTTP status code table + 503 temporary business closure playbook)
- Complete Collection of Google Search Central Case Studies (13 + landing page)
- The Complete Guide to Googlebot Crawling Mechanisms and Indexing Control (URL/Links/Mobile-first/Meta/Testing/AMP)
- The Complete Guide to Ecommerce SEO (6 Surfaces / 4 Launch Strategies / Merchant Center / 6 SD Types / 3 Pagination Modes / 13 Review Guidelines)
- GSC Events + Documentation Update Announcement Timeline (2022–2026 / 12 files)
- GSC Help Operations: Debugging Tools, Status Dashboard, DMA, EU Data Program, Reporting
- Complete Guide to Internationalization (hreflang/Multilingual/Multi-Regional) + Explicit Content (SafeSearch/Adult)
- Google SEO Office Hours Highlights (2022.11–2024.08) + Summary of 3 Major FAQ Themes
- Rich Features / Discover / Images / Video / Page Experience / Web Stories / SXG / Paywall Complete Guide
- The Complete Guide to Crawling and Indexing Control (robots.txt / noindex / X-Robots-Tag / data-nosnippet / rel)
- How to Use the Search Console + Analytics + Trends Trio (Traffic Diagnostics / Keyword Research / Looker Studio)
- Complete Visual Elements of Search Results (Visual Gallery / Title / Snippet / Favicon / Sitelinks / Featured / AI / Translated / Preferred)
- Security / Spam / Removal / Search Operators Complete Guide (malware + phishing + UGC + redacted + site:)
- The Complete Guide to Sitemaps (XML / RSS / Text + image / video / news / hreflang extensions + sitemap index)
- Complete Overview of Structured Data (Framework + Full List of 34 Rich Result Types + JSON-LD/Microdata/RDFa Selection Guide)
- Complete Overview of Structured Data (Framework + Quick Reference for 34 Rich Result Types + JSON-LD/Microdata/RDFa Selection Guide)