Learning Hub · Reference
Roadmaps
Static maps of each discipline — how the topics fit together. A map, not a course: nothing here links out or unlocks a step.
Product Thinking
Pre-launch
- Product Vision
- Product Strategy
- Value Proposition
- Product-Market Fit
- Product Roadmap
- Product Pitch
Launch
- MVP
- Product Launch
- Press Release
Post-Launch
- Product Usage Analytics
- Customer Retention
- Product Pivot
Success Metrics
- Business Metrics
- Design Metrics
Go deeper
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The Four Big Risks
Silicon Valley Product Group
Value, usability, feasibility, viability — the four ways an idea fails, and who on the team owns each one.
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Shape Up
Basecamp
A free book on fixed time, variable scope: shaping work before it is bet on, and why unbounded projects run over.
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The Opportunity Solution Tree
Teresa Torres · Product Talk
How to keep an outcome, the opportunities under it and the solutions you are testing visible in one structure.
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Measuring the user experience at scale (HEART)
Google Research
The paper behind HEART — how to pick UX metrics that connect to goals instead of counting whatever is easy.
Design Research
Discover (Primary Research)
- Interviews
- Usability Test
- Surveys
- Contextual Inquiry
Types of Research
- Competitive Research
- SWOT Analysis
- Qualitative Research
- Quantitative Research
Explore & Experiment
- Task Analysis
- Analytics
- A/B Testing
- Card Sorting
Planning & Analysis
- Research Planning
- Analysis of Findings
- Research Repository
Go deeper
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When to use which user-experience research methods
Nielsen Norman Group
The method-selection map: attitudinal vs behavioural, qualitative vs quantitative, and where each method sits.
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UX research cheat sheet
Nielsen Norman Group
Which activity fits which phase of a project — useful when you have to justify a method to a stakeholder.
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User research in the Service Manual
GOV.UK
Research practice written for teams under delivery pressure, including recruiting and research with people who are not online.
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Card sorting: uncover users' mental models
Nielsen Norman Group
Open, closed and hybrid sorts, and what each one tells you about naming and grouping.
User Experience
Design Thinking
- Define
- Problem Statement
- Ideate
- Brainstorming
- Information Architecture
- User Flow
- Mind Map
- Prototype
- Sketching
- Wireframing
- Prototyping
- Test and Iterate
- Usability Test
Interaction Design
- Human-Computer Interaction
- Cognitive Psychology
- Basics & Principles
- Gestalt Principles
- Visual Hierarchy
- Jobs-to-be-Done
- User Story
Visual Design
- Personas
- Empathy Map
- Customer Journey Map
- UX Benchmarking
- Content Strategy
- UX Storytelling
Go deeper
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10 usability heuristics for user interface design
Nielsen Norman Group
The ten heuristics, each with examples. Still the fastest way to turn a vague concern into a named problem.
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Laws of UX
Jon Yablonski
Hick's, Fitts's, Jakob's and the rest — the psychology behind interface decisions, one page each with the original sources.
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The Double Diamond
Design Council
Discover, define, develop, deliver — from the organisation that named it, rather than a redrawn version of the diagram.
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Information architecture study guide
Nielsen Norman Group
A reading order for IA: structure, labelling, navigation and search, with the research methods that inform each.
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Journey mapping 101
Nielsen Norman Group
What actually belongs in a journey map, and why one without a stated scenario and persona is decoration.
User Interface
Fundamentals
- Color Palette
- Typography
- Grids & Spacings
- Iconography
Components & Patterns
- Component Library
- Design Guidelines
- Interactions
- Components
- UI Patterns
- Design Principles
- Documentation
Usability & Accessibility
- Usability Principles
- Usability Issues
- Accessible Design
- Inclusive Design
- Tools & Checklist
Web & Mobile
- Web Design
- HTML & CSS
- Responsive Layouts
- Mobile App Design
- iOS & Android
- Mobile UI Patterns
Motion & Systems
- UI Animation
- Micro-interactions
- Design Systems
- Atomic Design
- Design Handoff
- Design Tools
Go deeper
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Human Interface Guidelines
Apple
Platform conventions from the platform owner — the reference to check before inventing a pattern on iOS.
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Material Design 3
Google
The Android counterpart, and a worked example of a design system: tokens, components and the reasoning under them.
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WCAG 2.2 quick reference
W3C Web Accessibility Initiative
Filterable success criteria with techniques. The normative source, not a blog's summary of it.
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Inclusive Components
Heydon Pickering
Component-by-component: what each pattern must do for keyboard and screen-reader users, with the markup.
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Atomic Design
Brad Frost
The full book, free to read — where the atoms/molecules/organisms vocabulary comes from and how to apply it.
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Practical Typography
Matthew Butterick
Type decisions argued from readability rather than taste: measure, spacing, scale and when defaults are fine.
Communication
Product Teams
- Collaborating with Stakeholders
- Team Structure
- Analysis & Alignment
- Collaboration
Interview Skills
- Interview Skills
- Interview Guide
- Interview Questions
Design Portfolio
- Design Portfolio
- Presentation Skills
- Best Practices
- Case Studies
- Design Presentation
Methodologies
- Project Planning
- Methodologies
- Agile UX
- Lean UX
- Define OKRs
Soft Skills
- Soft Skills
- Management
- Collecting Feedback
- Design Questions
Go deeper
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Team Playbook
Atlassian
Free run-sheets for the meetings design work actually depends on: kickoffs, critiques, retros and stakeholder alignment.
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Agile delivery in the Service Manual
GOV.UK
How design fits into agile delivery in practice — roles, ceremonies and where a designer's work meets a sprint.
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Design critiques
Nielsen Norman Group
How to run a critique that improves the work instead of relitigating taste — structure, roles and what to ask for.
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How to measure OKRs
What Matters (John Doerr)
Primary resources on OKRs from the source that popularised the format — for writing goals a design team can be held to.
Web Fundamentals
How the Web Works
- How Does the Internet Work
- What is HTTP
- DNS and How It Works
- What is Domain Name
- What is Hosting
- Browsers and How They Work
Version Control
- Git
- GitHub
- GitLab
- Version Control Systems
- Repo Hosting Services
Package Managers
- npm
- Yarn
- pnpm
- Bun
Go deeper
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How does the Internet work?
MDN Web Docs
Client, server, packets, DNS and hosting in one walkthrough — the plumbing every later topic assumes.
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Pro Git
Scott Chacon & Ben Straub
The free, canonical Git book. Chapters 1–3 cover everything a day-to-day workflow needs.
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Learn Git Branching
Peter Cottle
An interactive sandbox for branching and merging — where Git's mental model actually clicks.
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About npm
npm docs
What a package manager is actually managing — registries, package.json and the lockfile.
HTML & CSS
HTML
- HTML Basics
- Semantic HTML
- Forms & Validations
- Accessibility
- SEO Basics
- Conventions & Best Practices
CSS
- CSS Basics
- Layouts (Flexbox & Grid)
- Responsive Design
- Modern CSS
CSS at Scale
- CSS Architecture (BEM)
- CSS Preprocessors (Sass)
- CSS Frameworks (Tailwind)
- Design Systems
Go deeper
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HTML: A good basis for accessibility
MDN Web Docs
Why semantic markup is the cheapest accessibility work you can do, with the elements that carry meaning for free.
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Basic concepts of flexbox
MDN Web Docs
The mental model for flex containers and items — main axis, cross axis, and how sizing actually resolves.
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Learn responsive design
web.dev (Google)
A structured course on responsive layout, viewport units and media queries, not just a single article.
JavaScript & TypeScript
JavaScript Fundamentals
- JavaScript Basics
- DOM Manipulation
- Fetch API / AJAX
- ES6+ Syntax
- Events & Event Bubbling
- Hoisting & Closures
- Prototype & this Keyword
Web APIs & Browser Features
- Web APIs
- Web Components
- Custom Elements
- Shadow DOM
- Service Workers
TypeScript
- TypeScript
- Type Checkers
Go deeper
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JavaScript Guide
MDN Web Docs
The language reference to keep open in a tab — closures, prototypes and the DOM APIs, explained rather than just listed.
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The Modern JavaScript Tutorial
javascript.info
A free, structured path through the language from fundamentals to browser APIs — good as a first read-through, not only a reference.
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TypeScript Handbook
TypeScript docs
The official handbook. Read "Everyday Types" and "Narrowing" before anything else — most confusion starts there.
Frameworks & Meta-Frameworks
Pick a Framework
- React
- Vue
- Angular
- Svelte
- Solid.js
Meta-Frameworks
- Next.js
- Nuxt.js
- SvelteKit
- Astro
- SSR
- SSG
Routing & Data
- React Router
- GraphQL
- Apollo
- TanStack
Mobile & Desktop
- React Native
- Flutter
- Ionic
- Electron
- Tauri
Go deeper
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Quick Start
React docs
The current official React docs, rewritten around hooks and function components — skip anything older that still teaches classes first.
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Next.js Docs
Next.js
The App Router docs, including the rendering model — a concrete example of what a meta-framework actually adds over a framework.
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Rendering on the Web
web.dev (Google)
SSR, SSG, CSR and the hybrids, compared on trade-offs rather than sold as one right answer.
Build, Test & Ship
Build Tools
- Vite
- Module Bundlers (Webpack, Rollup, Parcel)
- esbuild
- SWC
Code Quality
- ESLint
- Prettier
- Linters & Formatters
- Code Reviews
- Refactoring
Testing
- Jest
- Vitest
- Cypress
- Playwright
- Unit & E2E Testing
Deployment & Hosting
- Netlify
- Vercel
- Cloudflare
- GitHub Pages
Go deeper
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Getting Started
Vite docs
Why a dev-server-first build tool is faster to work in than a bundler-first one, from the maintainers.
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Getting started
Playwright docs
End-to-end testing that runs against real browsers — the docs double as a solid intro to what E2E testing is for.
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Understanding client-side web development tools
MDN Web Docs
Where linters, formatters, bundlers and transpilers each sit in a build pipeline, and why a project needs more than one.
Security, Performance & Practice
Security
- Web Security
- CORS
- CSP
- OWASP Top Risks
- Auth Strategies
- HTTPS
Performance
- Web Performance
- Cache Control
- Lighthouse
- PWAs
- Service Workers
Working with AI
- Prompting Techniques
- AI-Assisted Coding
- AI Coding Agents
- Implementing AI Features
- MCP
Go deeper
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OWASP Top 10
OWASP
The ten most common web application risks, ranked and explained — the baseline before any framework-specific security advice.
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Learn Performance
web.dev (Google)
A full course on what actually makes a page feel fast, past just running Lighthouse and chasing the score.
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Web security
MDN Web Docs
HTTPS, CSP, CORS and same-origin policy gathered in one index, each linking to the deeper reference.
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Introduction
Model Context Protocol
The spec behind MCP, from the source — for understanding what an AI coding agent is actually calling, not just prompting it.
Web Fundamentals
How the Web Works
- How Does the Internet Work
- What is HTTP
- DNS and How It Works
- What is Domain Name
- What is Hosting
- Browsers and How They Work
Version Control
- Git
- GitHub
- GitLab
- Version Control Systems
- Repo Hosting Services
Frontend Basics
- HTML
- CSS
- JavaScript
- Frontend Basics
Languages & APIs
Pick a Language
- Python
- JavaScript (Node.js)
- Java
- Go
- Rust
- PHP
- Ruby
- C
Learn About APIs
- REST
- JSON APIs
- GraphQL
- gRPC
- SOAP
- Open API Specs (Swagger)
Web Servers
- Nginx
- Apache
- Caddy
- MS IIS
Go deeper
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REST API Tutorial
REST API Tutorial
What actually makes an API RESTful — resources, statelessness and HTTP verbs used as intended, not just JSON over HTTP.
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Introduction to GraphQL
GraphQL docs
The official learn section — schemas, queries and resolvers, from the people who built the spec.
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Architectural Styles and the Design of Network-based Software Architectures — Ch. 5
Roy Fielding
The dissertation that coined REST. Chapter 5 is the primary source everyone else's REST article is summarising.
Databases
Relational Databases
- PostgreSQL
- MySQL
- MariaDB
- MS SQL
- Oracle
- SQLite
NoSQL Databases
- MongoDB
- CouchDB
- DynamoDB
- Cassandra
- Redis
- Neo4j
Database Fundamentals
- ACID
- Transactions
- Normalization
- Database Indexes
- ORMs
- Migrations
Scaling Databases
- Sharding Strategies
- Data Replication
- CAP Theorem
- N+1 Problem
Go deeper
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Tutorial
PostgreSQL docs
The official tutorial, worth doing even if the eventual database is something else — the SQL fundamentals it teaches are portable.
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Use The Index, Luke
Markus Winand
A free, focused guide to why a query is slow and what an index actually does about it — SQL-flavour agnostic.
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MongoDB Manual
MongoDB docs
The reference for the document model — where it earns its keep over relational, and where it doesn't.
Caching & Security
Caching
- Redis
- Memcached
- HTTP Caching
- Server-Side Caching
- Client-Side Caching
Security Fundamentals
- HTTPS / SSL & TLS
- CORS
- CSP
- OWASP Top Risks
- Server Security
- Hashing (MD5, SHA, bcrypt, scrypt)
Authentication
- Basic Authentication
- OAuth
- Cookie-Based Auth
- JWT
- Token Authentication
- SAML
- OpenID
Go deeper
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HTTP caching
web.dev (Google)
Cache-Control, ETags and validation, worked through with the header values rather than left abstract.
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Authentication Cheat Sheet
OWASP Cheat Sheet Series
Concrete do/don't guidance on passwords, sessions and account lockout — the checklist before shipping an auth flow.
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Introduction to JSON Web Tokens
jwt.io (Auth0)
What is actually inside a JWT and what it is and isn't good for — read before reaching for it as a session mechanism.
Architecture & Operations
Architectural Patterns
- Monolith
- Microservices
- SOA
- Service Mesh
- Serverless
Message Brokers & Real-Time
- Kafka
- RabbitMQ
- WebSockets
- Server-Sent Events
- Long & Short Polling
Building for Scale
- Twelve-Factor Apps
- Graceful Degradation
- Circuit Breaker
- Backpressure
- Load Shifting
- Throttling
Observability
- Monitoring
- Instrumentation
- Telemetry
- Profiling Performance
- Failure Modes
Go deeper
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The Twelve-Factor App
Heroku
The methodology behind config, statelessness and disposability in service design — short, and the source for a lot of later advice.
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Microservices
Martin Fowler
The article that named the pattern, including the costs it doesn't market — worth reading before adopting it by default.
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Documentation
Apache Kafka
Topics, partitions and consumer groups from the project itself — the concepts behind any "why not just use a queue" question.
Testing, Delivery & AI
Testing
- Unit Testing
- Integration Testing
- Functional Testing
CI/CD & Code Quality
- CI/CD Pipelines
- Code Reviews
- Refactoring
- Documentation Generation
Search Engines
- Elasticsearch
- Solr
Working with AI
- Prompting Techniques
- AI-Assisted Coding
- AI Coding Agents
- MCP
- Embeddings & Vectors
- RAGs
- Function Calling
- Structured Outputs
Go deeper
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Continuous Integration
Martin Fowler
What CI actually requires to work — everyone committing to trunk daily against a suite that runs fast — not just a pipeline YAML file.
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TestPyramid
Martin Fowler
Why more unit tests and fewer end-to-end tests is the shape to aim for, and what goes wrong with an inverted pyramid.
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Introduction
Model Context Protocol
The same MCP spec referenced on the front-end side — how an AI agent calls out to tools and data, from the source.
Foundations
The Role
- What Is Product Management
- PM vs Project Management
- Product Manager vs Product Owner
- Types of PM Roles
Product Sense
- Customer Empathy
- Market Awareness
- Business Acumen
- Technical Fluency
Company Context
- Product Vision
- Product-Market Fit
- Company Stage
- Product Principles
Go deeper
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What, Exactly, Is a Product Manager?
Silicon Valley Product Group
The job described from the responsibilities, not the title — a good corrective before reading a dozen conflicting job posts.
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Good Product Team, Bad Product Team
Silicon Valley Product Group
A short, direct contrast that makes the difference between a feature factory and a product team concrete.
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The Only Thing That Matters
Marc Andreessen
The original essay on product/market fit — the source everyone else's summary of the term is drawing from.
Discovery
Customer Research
- User Interviews
- Surveys
- Contextual Inquiry
- Customer Advisory Boards
Market & Competitive
- Market Sizing
- Competitive Analysis
- Positioning
- TAM / SAM / SOM
Problem Framing
- Jobs to Be Done
- Opportunity Solution Tree
- Problem Statements
- Assumption Mapping
Validating Ideas
- Concierge MVP
- Fake Door Tests
- Prototype Testing
- Smoke Tests
Go deeper
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The Opportunity Solution Tree
Teresa Torres · Product Talk
The same structure referenced on the Product Design roadmap — it belongs here just as much: one outcome, many opportunities, many possible solutions.
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What Customers Want
Intercom
A practical walkthrough of Jobs to Be Done from a company that builds around it — the framing question, not just the label.
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User Interviews
Nielsen Norman Group
How to ask questions that surface behaviour instead of opinion — the same skill a design researcher needs, aimed at PM discovery.
Strategy & Prioritization
Vision & Strategy
- Product Vision
- Product Strategy
- Portfolio Strategy
- North Star Metric
Roadmapping
- Now-Next-Later
- Theme-Based Roadmaps
- Roadmap Communication
- Stakeholder Buy-In
Prioritization Frameworks
- RICE
- MoSCoW
- Kano Model
- Weighted Scoring
- Opportunity Sizing
Business Case
- Business Model
- Pricing & Packaging
- Unit Economics
- Build vs Buy vs Partner
Go deeper
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The Kano Model
ProductPlan
Basic, performance and delight features explained with the graph that makes the distinction click.
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What Is a Now-Next-Later Roadmap?
Aha!
The format itself, and why time-boxed roadmaps tend to break their promises faster than theme-based ones.
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The RICE Scoring Model
ProductPlan
Reach, impact, confidence, effort — how the score is actually calculated, and where teams tend to fudge the confidence input.
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12 Things About Product-Market Fit
Andreessen Horowitz
A practical checklist for judging whether PMF is real, as a companion to Andreessen's original essay under Foundations.
Execution & Delivery
Requirements
- User Stories
- Acceptance Criteria
- PRDs
- Spec Writing
Working with Engineering
- Agile & Scrum
- Sprint Planning
- Backlog Grooming
- Technical Debt
Working with Design
- Design Reviews
- Collaborative Discovery
- Design Handoff
Launch
- Go-to-Market Planning
- Beta Programs
- Feature Flags
- Rollout Strategy
- Launch Checklist
Go deeper
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Manifesto for Agile Software Development
Agile Alliance
Four values, twelve principles, one page — the primary source behind every framework that claims to be "agile".
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How to Write Product Requirements
Atlassian
What a PRD needs to contain to actually be useful to engineering, not just to the PM who wrote it.
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What Are Feature Flags?
LaunchDarkly
Why decoupling deploy from release changes how a team can roll out and roll back — from a company built around the idea.
Measurement & Leadership
Analytics
- Product Analytics
- Funnel Analysis
- Cohort Analysis
- Event Tracking
Experimentation
- A/B Testing
- Statistical Significance
- Experiment Design
Metrics That Matter
- OKRs
- Pirate Metrics (AARRR)
- HEART Framework
- Leading vs Lagging Indicators
Stakeholder Leadership
- Executive Communication
- Cross-Functional Alignment
- Influence Without Authority
- Managing Up
Go deeper
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Set goals with OKRs
Google re:Work
How Google actually runs OKRs internally, including the scoring convention and the meetings that keep them honest.
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The North Star Playbook
Amplitude
How to pick one metric that reflects real customer value, and the difference between a North Star and a vanity number.
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Measuring the user experience at scale (HEART)
Google Research
The same HEART paper referenced on the Product Design roadmap — goals, signals and metrics, this time read for product-level tracking rather than a single UI.
Foundations
The Role
- What Is Business Analysis
- BA vs Product Manager
- BA vs Systems Analyst
- Types of BA Roles
Core Competencies
- Analytical Thinking
- Business Knowledge
- Communication Skills
- Tools & Technology
BABOK Knowledge Areas
- Business Analysis Planning
- Elicitation & Collaboration
- Requirements Life Cycle Management
- Strategy Analysis
Go deeper
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Business analysis
Wikipedia
A neutral overview of the discipline and where it sits between strategy, IT and operations — a reasonable first stop before the vendor-specific material.
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A Business Analysis Professional's Foundation for Success
IIBA
The professional body's own framing of the BABOK Guide's six knowledge areas, from the organisation that maintains it.
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Business analyst
Wikipedia
The role itself, distinct from the discipline article above — scope, typical employers, and how it overlaps with adjacent titles.
Elicitation & Requirements
Elicitation Techniques
- Interviews
- Workshops
- Observation
- Document Analysis
- Surveys
- Focus Groups
Requirements Types
- Business Requirements
- Stakeholder Requirements
- Solution Requirements
- Transition Requirements
Requirements Documentation
- Business Requirements Document (BRD)
- Functional Specification
- User Stories
- Use Cases
Validation & Verification
- Requirements Traceability
- Requirements Review
- Sign-Off
- Acceptance Criteria
Go deeper
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Business Analysis Elicitation Techniques
Modern Analyst
A working BA's rundown of which technique fits which situation — interviews vs workshops vs observation, not just a definitions list.
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Requirements elicitation
Wikipedia
Where elicitation sits in the requirements lifecycle, and the difficulty everyone underestimates: stakeholders rarely state what they actually need.
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User Stories
Atlassian
The format and the "so that" clause explained — useful for a BA writing requirements a delivery team will actually build from.
Analysis & Modeling
Process Modeling
- Business Process Mapping
- BPMN
- Swimlane Diagrams
- As-Is vs To-Be
Data Modeling
- Entity Relationship Diagrams
- Data Flow Diagrams
- Data Dictionaries
Strategy & Decision Analysis
- SWOT Analysis
- PESTLE Analysis
- Root Cause Analysis
- Cost-Benefit Analysis
Gap Analysis
- Current State Assessment
- Future State Design
- Gap Identification
Go deeper
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What is BPMN?
Visual Paradigm
The notation itself — gateways, events and swimlanes — from a tool vendor that has to explain it correctly to sell against it.
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Data Flow Diagram
Lucidchart
How a DFD differs from a process map: it traces information, not sequence, which is the distinction most beginners miss.
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5 Whys Analysis Tool
Kanbanize
The technique in five minutes, plus its actual failure mode: stopping at the first plausible-sounding answer instead of the real root cause.
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SWOT Analysis
Asana
A practical walkthrough with a worked example — useful for seeing what goes in each quadrant, not just the four-letter acronym.
Solution Evaluation & Delivery
Solution Assessment
- Feasibility Studies
- Options Analysis
- Build vs Buy
- Vendor Evaluation
Working with Delivery Teams
- Agile BA Practices
- Backlog Refinement
- Sprint Reviews
- UAT Support
Change Management
- Stakeholder Impact Assessment
- Communication Planning
- Training & Adoption
Solution Performance
- Metrics & KPIs
- Post-Implementation Review
- Continuous Improvement
Go deeper
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Feasibility study
Asana
The questions a feasibility study actually needs to answer before a solution gets committed to — technical, operational and financial, not just "can we build it".
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ADKAR
Prosci
A change management model built around the individual, not the org chart — from the firm that created it, on why adoption fails even when the solution works.
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User acceptance testing
Wikipedia
What UAT is actually verifying — that a solution meets the business need, which is a different question from whether the code works.
Stakeholder & Communication
Stakeholder Management
- Stakeholder Mapping
- RACI Matrix
- Managing Expectations
- Conflict Resolution
Facilitation
- Running Workshops
- Meeting Facilitation
- Consensus Building
Documentation & Reporting
- Status Reports
- Executive Summaries
- Presentation Skills
Negotiation
- Scope Negotiation
- Prioritization Conversations
- Managing Change Requests
Go deeper
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RACI Chart
Atlassian
Responsible, Accountable, Consulted, Informed — worked through with a real example of where a RACI usually goes wrong (too many "accountable" rows).
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Stakeholder Map
Miro
A power/interest grid as an actual template, not just the theory — useful for seeing what the output is meant to look like.
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Stakeholder analysis
Wikipedia
The method's origins and its main variants — worth knowing there is more than one school of stakeholder analysis before picking a template.
Foundations
The Role
- What Is Project Management
- Project vs Program vs Portfolio
- Project Manager vs Product Manager
- Types of PM Roles
Methodologies
- Waterfall
- Agile
- Hybrid Approaches
- Choosing a Methodology
Project Fundamentals
- Project Life Cycle
- Triple Constraint
- Project Charter
- Success Criteria
Go deeper
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Project management
Wikipedia
A neutral overview of the discipline's history and methodologies — a reasonable map before choosing which framework to go deep on.
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What is project management?
Atlassian
A practitioner's framing of the role and the triple constraint — scope, time and cost — with the trade-offs stated plainly.
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Project manager
Wikipedia
The role itself, distinct from the discipline article above — responsibilities, and where it overlaps with adjacent titles.
Initiation & Planning
Defining Scope
- Scope Statement
- Work Breakdown Structure (WBS)
- Requirements Gathering
- Deliverables
Estimating & Scheduling
- Estimation Techniques
- Critical Path Method
- Gantt Charts
- Milestones
Resource Planning
- Resource Allocation
- Budgeting
- Procurement Planning
- Team Structure
Risk Planning
- Risk Identification
- Risk Register
- Risk Response Strategies
- Contingency Planning
Go deeper
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Work breakdown structure
Wikipedia
The deliverable-oriented decomposition a schedule is built from — the concept that most estimating mistakes actually trace back to.
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Critical path method
Wikipedia
Why some tasks can slip without moving the finish date and others can't — the calculation, not just the definition.
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Gantt chart
Wikipedia
Where the format came from and what it's genuinely good at showing — dependencies and timeline, not team capacity.
Execution & Monitoring
Team Management
- Leading Teams
- Delegation
- Conflict Resolution
- Performance Management
Tracking Progress
- Status Reporting
- Earned Value Management
- KPIs & Dashboards
- Variance Analysis
Quality Management
- Quality Planning
- Quality Assurance
- Quality Control
- Continuous Improvement
Change Control
- Change Requests
- Change Control Board
- Scope Creep
- Baseline Management
Go deeper
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Earned value management
Wikipedia
How to tell "behind schedule" from "over budget" from the same numbers — the method behind the status-report traffic lights.
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Scope creep
Wikipedia
Why scope grows a little at a time rather than all at once, and why a change control process exists specifically to catch that.
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Risk management
Wikipedia
Identification, assessment and response strategy as a repeatable process, not a one-time exercise done at kickoff and forgotten.
Agile & Hybrid Delivery
Scrum
- Sprints
- Scrum Roles
- Sprint Planning
- Retrospectives
Kanban
- Kanban Boards
- WIP Limits
- Flow Metrics
- Continuous Delivery
Agile Ceremonies
- Daily Standups
- Backlog Refinement
- Sprint Reviews
- Demos
Hybrid Approaches
- Scaled Agile
- Water-Scrum-Fall
- Mixing Methodologies
Go deeper
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The Scrum Guide
Ken Schwaber & Jeff Sutherland
The primary source, from Scrum's creators — thirteen pages, and worth reading directly instead of a certification course's paraphrase of it.
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What is Kanban?
Atlassian
WIP limits and flow explained as the actual mechanism, not just "a board with columns".
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Daily Standup Meetings
Atlassian
What the three questions are actually for, and how a standup drifts into a status meeting if no one guards against it.
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Manifesto for Agile Software Development
Agile Alliance
The same manifesto referenced on the Product Management roadmap — the values every framework here, Scrum included, claims to implement.
Leadership & Closing
Stakeholder Communication
- Stakeholder Management
- Status Updates
- Executive Reporting
- Managing Expectations
Project Leadership
- Servant Leadership
- Emotional Intelligence
- Decision-Making
- Negotiation
Closing Projects
- Project Closure
- Handover
- Contract Closure
- Lessons Learned
Career & Certification
- PMP
- PRINCE2
- CAPM
- Agile Certifications
Go deeper
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Project stakeholder
Wikipedia
Who counts as a stakeholder and why the definition is broader than "people who attend the status meeting".
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ADKAR
Prosci
The same change model referenced on the Business Analysis roadmap — relevant here too: a project can close on time and still fail to stick if adoption was never planned for.
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Project Management Professional
Wikipedia
What the PMP certification actually covers and requires, from a neutral source rather than a training vendor's sales page.