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KafkaJs
Kage Bunshin
Kai Waehner
Karisma King
Katherine Boyle
Kathy Sierra
Keith Rabois
Keith Stanovich and Rational Thinking
Kelly Criterion
Keras
Kevin Samuels
Key Takeaways from Elite Athlete Mental Research
Kieran Klaasen on Agentic Workflows
Kieran Majury
Knoster Model
Knowledge Management
Knowledge through Syllogistic Reasoning
Kolb's Experiential Learning Cycle
KSQL / ksqlDB
ksqlDB Concepts
ksqlDB Tutorials
Kubernetes
Kubernetes Docs
Kubernetes Tutorials
Kumar Thangudu
Kunal Shah
Labor Productivity
LangChain
Laravel
Laravel Collections
Laravel Factories
Laravel Forge
Laravel Installation
Laravel Queues
Laravel Request Instance
Laravel Tinker
Laravel Web Push Notifications
Larry Long Jr.
Latent Expertise: Everyone is in R&D
Laws of Fun
Laws of Thermodynamics
Lead Review Memo
Leaders as Decision Architects
Leadership Handbook
Lean Canvas
Lean Customer Development
Lean Customer Development
Lean Startups
Learning from Quant Traders
LearnUI
Lessons from Building AI Agents for Financial Services
Lessons from the 2022 RUFF League
Letters to a Young Poet
Levels of an Idea
Levels of Done
Lex Freidman
Life Coaching Handbook
Life Satisfaction
Limits of Service Leadership
Lincoln Tunnel
LinkedIn Playbook
Linux
Linux Certification Training
Linux Certifications
Linux Commands
List of CFJ in business
Listening Is The Job
Lived Experiences
Livewire
Living with Complexity
LLM Codegen Workflow
LLM Prompts
Load Balancers
Loading QuillJs Data into a form
Local Deployment Concepts for LLMs
Logic
Logic [Fixed]
Logic of Failure Compressed Notes
Logical Fallacies
Long Story Short
Longform Lite
Loose Podcast Ideas
Loserthink
LSAT Reading Comprehension
Ludwig
Lux Capital
Mac and Cheese
Machine Learning
Machine Learning Algorithms
Machines of Loving Grace
Mailchimp
Make
Make a Name For Yourself
Make it Clear
Make Time
Making Work Visible
Manage your Day to Day
Manage Your Manager
Managed Databases
Management
Management and Governance
Management Consultancy
Management Levels and Types
Manager Superpower Series #2: Optimism
Managing Your Manager
Mapping Semantical Certainties to Kelly Criterion Edge Percentages
Maps of Meaning
Marc Adler
Marc Andreessen
Marcus, Friedrich, Fyodor
Mark Manson
Market Mind Games: A Radical Psychology of Investing, Trading and Risk (DIGITAL AUDIO)
Marketing
Marketing Segmentation
Marketing to Developers
Martin Kleppmann
Marty Lobdell
Master Data Management
Master Shi Heng Yi
Mastering Confluent Kafka from Failure Cases
Mastering Fun as a Skill
Mastering Kafka from First Principles
Mastering Kafka from First Principles: API-First/Digital Native
Mastering Kafka from First Principles: Fintech
Mastering Product Experience in SaaS
Mastering Technical Sales
Math
Mathematics
Matrix
Matt Abrahams
Matt MacInnis
Matt Mochary
Matt Pocock on Speaking
Matthew Confer
Max Levchin
Maxims For Thinking Analytically
Maybe you’re not Actually Trying
McKinsey
Measuring Deal Momentum, the Formula for Enterprise Sales
Mechanism Design
Meditation
Meditations
Meditations Guidance
Melvin Conway
Memory as Reasoning
Memos
Mental Action Tricks
Mental Models of Analytics
Meta-Lessons from Creating with Claude
Metabolism
Metadata
Metaphors We Live By
Method Acting
Michael Mauboussin
Microservices
Microservices with Apache Kafka
Microservices with Confluent
Microsoft on Microservices
Mid-funnel (MOFU)
Midwit
Migration
Milestones, Learnings, Confidence, the inner triangle to Outcomes, Knowledge, Actions
Million Dollar Weekend
Millionaire Fastlane
Mimetic Theory
Mind Magic
Mindfulness and Rationalization
Mindsets on being Relentless by Tim S. Grover
Minimalist Web Design
Minto Communication Guide
Minto Pyramid
Mircea Eliade's Eternal Return
Mission, Strategy, and Tactics
Model Customization
Model Evaluation Fundamentals
Model Invocation
Model Serving
Model Thinkers
Models of Misalignment, Information, and Coordination
Module 0: The Agent Platform Landscape
Module 1: The Token Economy
Module 1: Agent Fundamentals: Loops, Reasoning, Memory, and State
Module 1: Evaluation Foundations
Module 1: The GenAI Threat Model
Module 2: Evaluation Datasets and Ground Truth
Module 2: Input Safety and Adversarial Defense
Module 2: Requirements elicitation for generative AI
Module 2: Token Efficiency and Context Optimization
Module 2: Tools, Function Calling, and MCP
Module 3: Automated Evaluation and Model Comparison
Module 3: Data Validation and Processing Pipelines
Module 3: Model Selection, Tiering, and Distillation
Module 3: Multi-Agent Systems and Model Coordination
Module 3: Output Safety and Deterministic Transformation
Module 4: Grounding, Verification, and Hallucination Control
Module 4: Agent Safety, Control, and Human-in-the-Loop
Module 4: Caching
Module 4: RAG and Retrieval Evaluation
Module 4: Vector Store Design
Module 5: Agent Evaluation
Module 5: Data Security and Network Isolation
Module 5: Model Deployment and Serving
Module 5: Retrieval Mechanisms
Module 5: Throughput, Capacity, and Scaling
Module 6: FM API Integration and Real-Time Delivery
Module 6: Human Feedback and Annotation
Module 6: Latency Optimization and Inference Tuning
Module 6: Privacy and PII Handling
Module 6: Prompt Engineering and Governance
Module 7: Continuous Evaluation, Quality Gates, and Reporting
Module 7: Enterprise Integration, Security, and Compliance
Module 7: Governance, Lineage, and Auditability
Module 7: Resilience, Customization, and Lifecycle
Module 7: Retrieval and Vector Store Performance
Module 8: Developer Experience, Observability, and Troubleshooting
Module 8: Observability, Monitoring, and Troubleshooting
Module 8: Responsible AI: Transparency, Fairness, and Policy
Module 8: Systematic Troubleshooting: Content and Integration
Module 9: Prompt and Retrieval Troubleshooting
Mogul
Mogul: Books
Molly Mielke McCarthy on finding special people, agency, and playing your own game
Mom's Stew
Money Skills Review
Monthly Content Plan
MoonShots mission statement
Moral Reasoning
Morgan Housel
Morgan J. Ingram
Move First Think Later
MrBeast
Multi-tenacy Laravel
Multi-tenancy Software Architecture
My Big 5 Personality Test
My Personal Archtype
My Personal Jungian Analysis
My Philosophy
MySQL
MySQL Antipatterns
MySQL Design Patterns
MySQL How to get the difference between two dates
Mythical Man Month
n8n
Narrative Psychology
Narrative Writing Structure for Internet Content
Naruto
Nat Friedman
Naval Ravikant
Navan Q1 FY27 Earnings Transcript
Navigator
Negative Feedback
Negotiate Vested Options Severance
Neo Sub Factors (Big 5 Personality Test)
Neo4J
Neurobiology of Social Behavior
Neuroscience
Neuroscience of pain and discomfort
Never Eat Alone
Never Finished
Never Split The Difference
New York City
Nick Huber
Nick J Sheriff
Nicolas Cole
Nicotine
Nigeria
Nikita Bier
Nine Things Successful People Do
No Vibes Allowed: Solving Hard Problems in Complex Codebases
Non Linear Dynamics
Non-Negotiable as a personal decision making strategy
Note on the Relationship Between Artificial Intelligence and Human Intelligence
Notes on Managing ADHD
Notes on Managing ADHD
Nothing Fucking Matters
NPS
Nuclear Energy
Number Quest
Numbness To Loss
Oatmeal Raisin Bar Cookies
Oatmeal Recipes
Object Design Style Guide
Objection Handling
Observability
Obviously Awesome
Ogilvy on Advertising
Ole Peters
Olive Oil
On becoming competitive when joining a new company
On Being an Executive
On Being Contrarian
On Culture
On First Principles Thinking
On Humility
On Reviews
On Sarcasm
On the Shortness of Life
On the viability of PQOs Memo
On Writing Well
One-shot Rapid Application Development
Ontology
OODA Ontology
OpenAI
OpenAI API
Operating Efficiently at Scale
Operational Troubleshooting
Operations
Operations Research
Operator
Operator: Books
Opportunity Cost
Optimal Scaling Path for a PHP CRUD Application
Optimizing Eye Health
Orchestration & Control
OSINT
OSS Migrate
Outbox Pattern
Outcome Orientation as a Cure for Information Overload
Outcomes
Overcoming The Time Sink of Getting Blocked
Overfitting
Ownership and Entitlement
Parakeet
Pareto Efficiency
Parmita Mishra
Pat Grady
Path Dependency
Patrice O'Neal
Patrick Mckenzie
Patrick O'Shaugnessy
Patrick Winston
Pattern Breakers
Pattern Recognition for Intelligence Products
Paul Graham
Pavel Training Methods
Paying attention to complete a task/goal
PayPal
Percent Increase Forumla
Perceptual Control Theory
Personal Anki Categories
Personal Office Communication Guide
Personal Reframes
Personal Shadow Work
Personality
Personality Plus at Work
Personality: A User's Guide
Persuasion
Peter Attia
Peter Thiel
pgVector
PHP isset vs empty vs is_null
PHP: How to search for the array key that has the value OR has the array with the value
Physics
Picking Problems to Marry
Pieter Levels
PIPE Program 2025
Pipeline Cures All
Pitch Anything
Pixar's 22 Rules of Storytelling
Planning v. Feedback
Playing Long Term Games
Playing To Win
PM Communication Scorecard
Podcast loose ideas
Poor Charlie's Almanack
Pork
Portfolio Management
Post Ideas
Post-Click User Experience
Practical Change Data Streaming Use Cases with Apache Kafka & Debezium
Practical Use Cases for Read-Only Iceberg Tables
Pragmatics
Pragmatism
Precious Metals
Precommitment: A Way around Temptation
Primal Intelligence: You Are Smarter Than You Know
Principal-agent problem
Private Networking with Confluent Cloud for Apache Flink
Problem Solving
Problem Solving Techniques
Process Data with Flink
Process Groups
Process Improvement is Trickier Than You Think
Product Development
Product Market Fit
Product-Driven versus Customer-Driven by Ribbon Farm
Product-Led Growth
Product: Delivery Systems at Scale
Products
Profile: Agents as the Medium
Profile: LLMs as the Medium
Profit First
Program management vs. project management
Progress through Storytelling
Project Management
Project Management Unraveled
Project Management Unraveled Expanded
Project Portfolio Strategy
Prompt Engineering
Proof of Concepts
Protein Recipes
Prototype Theory
Psycho-Cybernetics
Psycho-Cybernetics Condensed Notes
Psychology of Intelligence Analysis
Pull Work That Pays
Python
Quantum Computing
Quarterly strategic planning using the fairytale structure
Question Based Selling
Question Tome
Questions That Sell
Questions to Analyze a Business
Queueing
QuillJs Events
Rackspace
Radical Focus
Raise or Fold
Random Notes
Rationality: From AI to Zombies
Ravi Gupta
Ray Dalio
Ray Dialo's Principles
Real Estate
Recon-ng
RecordRTC.js
Redfin
Redis
Reducing
Reforge
Reforge Artifacts
Reforge: Growth Series
Reforge: Retention and Engagement
Reframe Your Brain
Reframe Your Brain: The User Interface for Happiness and Success (The Scott Adams Success Series)
Reid Hoffman
Relationship and Rapport Mastery
Rendering
Repeatability
Resonate
REST best practices
Retrieval & Grounding
Reverse ETL
Reverse Proxy
Rice Recipes
Rich Hickey
Richard Feynman
Richard Odysseus
RichNwan Blog
Risk Savvy: How to Make Good Decisions
Roasted Potatoes Recipe
Rob Henderson
Robert Cialdini
Robert J. Sternberg and Practical Intelligence
Robert Moses
Robert Spolsky
Roberto Blake
Rohan Gilkes
ROIT: Return on Invested Token
Roles and RAS
Root Cause Analysis
Rotoviz
RSDTyler
Rubrics
RUFF 2025
RUFF Fantasy League
RUFF Final 2023 Plan
Rule Reviews
Rulebook
Rules of the Game
Runaway Selection
Running Effective Prospecting Days in B2B SaaS (with Remote Best Practices)
Ruth Chang
Ryan Singer
Saas Metrics -- A Guide to Measuring and Improving what Matters
SaaS Terminal Value under Scrutiny
Safety & Policy
Safety, Security, Privacy, Governance, and Responsible AI
Sales
Sales Acceleration Formula
Sales Compensation in a Consumption Pricing World
Sales Engineering
Sales Happen When Buyers Fear Missing Out
Sales Pipeline
Sales Pitch: How to Craft a Story To Stand Out and Win
Sales Process
Salesforce
SalesLoft
Salt
Salt, Fat, Acid, Heat
Sam Altman
Sam Hinkie
Same as Ever: A Guide to What Never Changes
Sandler Method
SBA
Scaling People
Scaling The Things That Don't Scale
Schema and Statement Evolution with Confluent Cloud for Apache Flink
Schema Registry
Scientific Method
Scientist
Scientist: Books
Scott Alexander
Scott Barrett
Scott Bessent
Scrapinghub x Confluent Cloud
Search for knowledge/information to complete a specific task/goal
SECI Model of Knowledge Management
Second Machine Age
Secrets to Winning Office Politics
Security and Governance
Security, Identity, and Compliance
Seeing Like a State
Segment
Segmentation
Segmentation In-Depth
Segmentation, Vectorization & Index Maintenance
Seibel on Startups
Select2
Self-Directed Behavior
Selfish Writing by Morgan Housel
Selling Confluent Cloud
Selling To Big Companies
Selling to Carol: Why targeting an ICP brings 10x more customers than you expected
Sense of Urgency
Sensemaking Sales
Server Architecture
Server-Fetched Partials
Serverless
Servers
Seven and a Half Lessons About the Brain
Sex
Sexual Tension
Shaan Puri
Shadow Work
Shape up
Shifting Left: Rearchitecting the Operational–Analytical Divide to Produce Trustworthy, AI-Ready Data atthe Source
Shyam Sankar
Sign-up Onboarding Flows
Signals for a successful venture
Simon Sinek
Simple Heuristics That Make Us Smart
Simple Made Easy
Simply Complexity
Sizing, Performance and Cost
Skill
Skill Prioritization and Ideas
Skin in The Game
SKOOL Games
Slack
Slava Akhmechet
Smallpox
Smart Brevity
Smash Bros
Snapshot Queries in Confluent Cloud for Apache Flink
Snowflake
So You Think You Can Prompt
Soft Skills for Managers
Software
Software Architecture
Software Engineer's Guide to Freelance Consulting
Software Tool Solutions
Solving Present Bias: Governance across time.
Somatotypes
Soros' Fallibility and Reflexivity
Source & Ingestion
Sources of Power
Sovereign Individual
SparkToro
Speak in Stories
Speak Like Churchill, Stand Like Lincoln
Speak with Impact
Spellbinding Sentences
Spin Selling
Sports
Spy Secrets That Can Save Your Life
Standard Operating Procedures
Stanley Druckenmiller
Star Wars
Start From Demand
Start Small, Stay Small
Startup Analytics/Marketing Stack
Startup Ideas
State & Memory
Statement CFU Metrics in Confluent Cloud for Apache Flink
StaySassy Blog
Steal the Show
Steph Smith
Stephen Covey
Steve Jobs
Steven Pressfield
Stocks
Store Knowledge to later complete a specific task/goal
Stratechery
Strategies of Genius
Strategy to Manage User's Timezones across application
Strategy v. Execution
Stream Processing
Stream Processing
Stream Relational Processing Platforms
Streaming and Generative AI
Streaming Audio
Streaming Projects
Strengths Dictate Weaknesses
StrengthsFinder
Strong Phrases and Sayings
Studying Ads
Submitting a form that is using QuillJs
Subscribe Highlights from the Claude 4 system prompt
Sudden death in FIFA athletes
Suhail Doshi
Superapps
SuperPrompts
Surrounded by Idiots
Sweller's Cognitive Load Theory
Synthesis
System Fonts
System Thinking Tools
Systems Bible
Systems Institute Courses
Systems Thinking
TableFlow Technical Study Guide - First Principles
Tables and Topics in Confluent Cloud for Apache Flink
Tacit vs. Explicit Knowledge
Taiichi Ohno
Tailwind
Take Back Your Power
Talk Tracks and Definitions
Taylor Pearson's notes
TCAD Internal Prep Strategy
Teaching instead of Selling
Team of Teams
Technical Advisor Guidelines
Technical Advisor Guidelines: Data Engineering T-Shirt Sizing
Techniques of Visual Persuasion
Technology
Ted Talks: The Official Guide to Public Speaking
Teleology
Template for Critical Analysis of Arguments
Tempo
Temporal Landmarks
Temporal.io
Tenancy, Quotas & Metering
Text-Heavy Design Presentation
TGSiTW: Condensed
TGSiTW: Condensed JBP
TGSiTW: Condensed Simple
TGSiTW: Condensed Simple II
That's Interesting
That's Not What I Meant
The 1-Page Marketing Plan
The 5 Part Process to Networking Effectively
The 6 AI Engineering Patterns
The 7 Primal Pains
The A-Z guide to Startup Metrics
The Agent Development Life Cycle
The architecture of today's LLM applications (2023)
The Art of Action
The Art of Extreme Commit
The Art of Impossible
The Art of Profitability
The Art of Strategy
The Art of Strategy
The Art of Strategy: A Game Theorist's Guide to Success in Business and Life
The Art of Winning
The As If Principle
The Bedrock Family
The Beginning of Infinity
The Beginning of Infinity w/ Claude
The Bid/Ask Spread of Top Talent
The Book of Elon: A Guide to Purpose and Success
The Book of Why
The Challenger Sale
The Checklist Manifesto
The Chimp Paradox
The cognitive categories of knowledge work
The Complete Guide to Command of the Message, Challenger & Great Demo!
The Complete Guide to Planning Your Day
The Complete Guide to Sales Force Incentive Compensation
The Compound Effect
The Comprehensive Architecture of Shaping: Technical and Tactical Methods
The concept of a Unit
The Constant Questions
The Constitution of Knowledge
The Conversation Code
The Creative Act
The Creative Act: Organized Notes
The Creed of Future Me
The Crumbling Workflow Moat: Aggregation Theory's Final Chapter
The current state of AEO
The Dark Triad Playbook
The Deep Dive Into the Needs of Indiehackers and Micropreneurs
The Design of Everyday Things
The Design of Future Things w/ Claude
The Dictator's Handbook
The Economic Rationalist
The Effective Executive
The Elements of Execution
The Embedded Entrepreneur
The Existential Questions to Answer For Any Endeavour
The Extended Mind
The Factory and The Lab Thesis
The Fear That Steals Your Life's Work
The Fifth Discipline
The Five Dysfunctions of a Team
The Five Patterns That Separate Elite Revenue Teams From the Rest
The Flinch
The Folly of Fools
The Folly of Fools Insights
The Founder's Mentality
The Four Horsemen of the Tech Recession
The Four Steps to the Epiphany
The Full Stack Startup
The Gifts of Imperfection
The Gifts of Imperfection Notes
The Glyvian Think Tank
The Go-Giver
The Go-Giver
The Goal
The Golden Workflow
The Great CEO Within
The Greatest Businessman in The World
The Greatest Salesman in The World
The Growth Marketer's Playbook
The Habituation of Excellence
The Hawthorne Effect
The Heart of Innovation: A Field Guide for Navigating to Authentic Demand
The Information
The Inner Game of Tennis
The Inner Game of Work
The Intangible Skills You Can't Interview For
The Internet
The Joy of Game Theory
The Key Skill We Rarely Learn: How to Feel Your Feelings
The Knowing-Doing Gap
The Knowledge Economy Is Over. Welcome to the Allocation Economy
The Ladder of Success
The Language of Uncertainty
The Last Bus Problem
The Laws of Human Nature
The Lifecycle of a Webpage
The Logic of Failure
The Lost Art of Listening
The Magic of Big Thinking
The Math Behind Deep Learning
The Meaning of Ownership
The Meta on Learning 2026
The Midwit Trap: Why Sophistication Defeats Itself
The Mindfulness Game
The Molecule of More
The Mom Test
The Moral Case for Making Money
The MoSCoW Method
The most profitable skill of the 21st century (not AI)
The Nature of Value
The Neuroscience of Risk Taking
The One Question That Accelerates Every Ambitious Goal
The One Thing
THE OPERATOR'S MANUAL ON WINNING ANY RELATIONSHIP
The Order of Time
The Outsiders
The P Rules
The Pain is the Rehab
The Pain We Can't Outrun
The Philosophy of Progressive Refinement
The Phoenix Project
The Pipeline Delusion
The Potential of Integrating Intelligence and Intuition
The Power of Mathematical Thinking
The Power of Myth
The practical application of "Rocks, Pebbles, Sand"
The Presentation Architecture Framework
The Price We Must Pay
The Principles of Product Development Flow
The Principles of Scientific Management
The Process
The Prompt Report: A Systematic Survey of Prompting Techniques
The Psychological Needs of the Extremely Ambitious
The Psychology of Action: Linking Cognition and Motivation to Behavior
The Psychology of Strategy
The Psychology of Time Perception
The Psychology on How We Interact With Things
The Psychopathology of Beliefs
The Purpose-Built AI Services
The Pursuit of Wow!
The Qualified Sales Leader
The Ratchet Effect
The Rebel Allocator
The Reframing Matrix
The relationship between Mindfulness and Executive Functioning
The Remarkable Effect
The Revenue Takes Care of Itself
The RevOps Playbook: Owner.com CRO’s Secrets to Scaling
The Righteous Mind: Why Good People Are Divided by Politics and Religion
The rise of product-led sales
The Roomates
The SAAS Sales Method: Sales as a Science
The SageMaker Family
The Sales Development Playbook
The Science of Storytelling
The scientific literature of visualization
The Score Takes Care of Itself
The Scout Mindset
The Self as a Center of Narrative Gravity
The Short Case for Nvidia Stock
The Six Fundamental Principles of Design
The Spiderweb Strategy
The Star Principle
The Status Game
The Status Game Insights
The Stepping Stones You're Not Building
The Strange Order of Things
The Strategy-Focused Organization
The Subtle Art of Not Giving a Fuck
The Talent Factory: How To Identify and Develop A-Players for Your Team
The Ten Principles Behind Great Customer Experiences
The Three Greatest Survey Questions Ever
The Toyota Way
The Transaction Costs of Work
THE TROUBLE WITH INCENTIVES: THEY WORK
The Trusted Advisor
The Trusted Advisor Revised Notes (Claude)
The Ultimate Hack: How To Meet Anyone and Make Success Inevitable
The Ultimate Sales Machine
The Undercurrent Skills Maturity Matrix
The unprofitable SaaS business model trap
The Upside of Your Dark Side: Why Being Your Whole Self--Not Just Your "Good" Self--Drives Success and Fulfillment
The value of an activity log
The Virus of The Mind
The War of Art
The Way of The Superior Man
The Way Richard Works
The White Pill Manifesto
theHarvester
Theory of Constraints
Theory of Mind
Things 10X People Do
Things I know at 40 I wish I knew at 20 by Mark Manson
Things That Make Us Smart
Things That Make Us Smart w/ Claude
Think Twice
Thinking and Deciding
Thinking Fast and Slow
Thought Experiments
Three ways to get the most from your Confluence personal space
Through the Language Glass
Tiago Forte
Tim Denning
Tim Ferris
Tim O'Reilly
Time and Watermarks in Confluent Cloud for Apache Flink
Time Asymmetry
Time Management
Time Management Advice for Sales Reps
Tinkertoys
To learn anything well
Tony Robbins
Tool Use v. RAG
Tools
Top 10 Connectors Cheatsheet
Top 7 Leadership Styles
Top Interpersonal Speaking Skills
Top Two Reasons for Churn
Topics to discuss with Life Coach
Traits I Value
Transactional Analysis Frames
Transferring Tacit Knowledge
Transparency is the Key to Accountability
Transport & Client
Triangulating Market Sentiment
Tricks for Introverts
Trigger List
Troubleshooting Issues in MySQL
Troubleshooting Laravel Environment Variables
Trueridge
Trueridge Dossiers
Trueridge: 10X Leverage
Trueridge: Accelerated Influence
Trueridge: Products
Turbolinks vs JS Framework
Turning Desire Into Dollars
Turning Pro
Tutorial Introduction to Streaming Application Development
Tutorials
Twilio
Twint
Twitter Hack of July 2020
Tycoons
Uber
UiPath
Ultimate Business Discovery Questions
Ultimate Organizational Skill List
Ultimate Question Vault
Ultimate Writing Handbook for Nonfiction
Umwelt
Uncapped Podcast
Understanding a forecast call
Understanding Composer
Understanding CORS
Understanding DNS
Understanding Docker-Compose
Understanding EC2
Understanding Environment Variables
Understanding Flexbox
Understanding How People Use The Web
Understanding HTTP
Understanding HTTP caching
Understanding Javascript Environment and Execution
Understanding Javascript Window Object and It's Descendants
Understanding Laravel Service Container
Understanding Laravel Spark
Understanding Media: The Extensions of Man
Understanding Michael Porter
Understanding Michael Porter: The Essential Guide to Competition and Strategy
Understanding Motivations > Marketing Hacks
Understanding MySQL Indexes
Understanding MySQL Statements
Understanding Networking Ports
Understanding OAuth2
Understanding PHP
Understanding Social Network
Understanding Try, Catch, Finally statements in PHP
Unearned Wisdom Notes
Unit
Unit Economics
Unit of Work
Unit of Work with ChatGPT
University of Chicago Writers Lab
Unreasonable Success and How to Achieve It
Use Case Based Sales Pipeline
Useful Array Functions in PHP
Useful Complexity of Thought Management Tools
Useful HTTP Codes
Useful php date tokens
Useful PHP file functions
Useful PHP Unit commands
Useful Prompts
Useful Terms
User Stories
User-defined Functions in Confluent Cloud for Apache Flink
Using Autonomous Agents with Nat Elliason
Using Faker PHP package
Using Jigsaw from Tighten
Using Laravel Eloquent Effectively
Using Nano in terminal
Using Tailwind UI
Using the ideas of Donald Reinersten to Intuit the Triangle (More, Faster, Better)
Using The Trust Equation
Valuation Mastery
Value Add Disease
Value Investing
Values in Therapy
Vaughn Tan
Venkatesh Rao
Virology
Visions, Strategy, Tactics, Execution
Visualization Techniques for High Output
Vivid Visions
Voice of the Customer
Vox Day
Vue
Vyv App
Wanting
Warren Buffet
Way of The Wolf
Ways to present website information
Web 2.0 Framework
Web Analytics 2.0
Web Application Architecture
Website Information Architecture
Weekly/Monthly/Quarterly Knowledge Review
Wenger's communities of practice theory
Wes Kao
What Are AI SuperPrompts And Why They Are Important.
What are some techniques startups can use to initially draw attention to their product?
What are some things about India that foreigners don't believe until they come to India?
What are some top automation tools that entrepreneurs use, things used for organizing life, contacts, deals, finding information, networking, and getting things accomplished?
What are the best landing page builders?
What are ways in which poor children can outperform rich privileged children?
What can cause a great startup to fail?
What drives great entrepreneurs
What great AI Teams do
What is a CDN
What is a Mindset
What is the best detailed advice you'd give to a software or mobile app start-up company?
What is Value
What is your main advice for those starting their own business?
What makes a good rule
What qualities are shared by most successful startup home pages?
What should every aspiring writer know about writing?
What the CEO Wants You To Know
What Theory is Not, Theorizing Is
What to do when your client doesn't know they have a problem
What We Learned from a Year of Building with LLMs
What will be true about data 10 years from now
When trying to decipher information from influence
Which channels should B2B company use to reach potential customers and effectively promote its product?
Which Self
Why Acceptance Works In Behavior Change
Why Buddhism is True: The Science and Philosophy of Meditation and Enlightenment
Why Deadlines Matter
Why Ideas First Approach To Innovation is Misguided
Why Input Goals Matter w/ Claude
Why Search Before Generate
Why you would need your own servers vs Cloud Vendors
Wide Receiver Stats That Matter for Fantasy Football
Will To Power
William Beteet III
William Edwards Deming
Willpower Doesn't Work
Wired for Story
Wisdom by Intellectual Belief
Wisdom of Crowds
Wooden's Leadership Game Plan
Words
Work Principles 2026
Working Backwards
Working The System
Working with Evolo landing page
Working with Laravel Eloquent and dates
Working with Laravel HTTP Responses
Working with Math and Numbers in Javascript
Worst To First
Wrestle Your Devils
Write-Ahead Log
Writing & Communication Theories
Writing Handbook
YNAB
You Aren't Learning If You Don't Close the Loops
You Need More Volume
You Need to Ship Faster
You Should Write An Agent
Your Discomfort Tolerance is a Muscle—And It's Probably Atrophied
Your job is to solve problems, not look smart
Zachary Perret
Zain Kahn
Zero To One
Zinc
Narratives, Commitments, Tasks (NCTs)
🧠 Free Recall
❓ Quiz
🔍 Cues
🔮 Simulation
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Trouble Hitting Your Goals? Here’s Why, and How to Make a Shift The hallmark of high-performing teams is their ability to effectively set, execute against, and predictably achieve the right set of ambitious goals. A company full of exceptionally operating teams can be the driving engine that separates companies that thrive from those that flop. Easier said than done. The biggest failure point to product strategy comes not from the strategy itself but from a lack of successful execution on meaningful goals that ladder up to it. Many teams focus on the shallow task of moving metrics rather than the deeper task of understanding how to create value. Luckily, that’s fixable. To effectively frame, communicate about, and track progress against your goals, you don’t need endless weeks of planning or fancy tracking tools. You need good habits coupled with the building blocks that lead to excellent performance: strategic clarity, well-defined commitments, and an actionable path to your destination In this post, we’ll share concrete steps you can take to: Understand the root causes of ineffective goal setting. Set, communicate and track quarterly product team goals with the Narrative, Commitments, Tasks framework. Nurture the habit and skill of successful goal-setting within your organization, which will compound as you scale. Move away from the theater of contrived performance and towards real strategic progress. The Vicious Cycle of Ineffective Goal Setting First, let’s just normalize: Goal-setting is notoriously complex. It requires teams to excel across opposite ends of the strategy-vs.-execution spectrum. You need: A clear understanding of strategy. (What are we trying to achieve and why?) Thoughtful decision-making. (What’s the right objective in the first place?) The ability to create a pragmatic plan. (Is this achievable, do we have the right resources to get there, and what’s our actual charted path to the destination?) The right environment that allows you to effectively do the work, including support from leadership to set the right goals and the autonomy to achieve it without constant thrashing. (What are the structures and processes that make it easier to actually get stuff done?) The motivation to stay focused on what matters. (Why am I doing this in the first place?) The emotional regulation skills to navigate tough terrain. (Why is this so hard, and can we quit already?) It’s a recipe that requires navigating a tricky blend of human biases. Any weak link in this chain can send folks into a vicious cycle of ineffective goal setting. This sums up the difficulty of goal setting perfectly - April 24, 2023 @ 4:50 AM Here’s how that cycle can look: Teams set lofty goals, often to impress leadership, without also establishing actionable commitments that will enable the team to actually achieve the goal. When inevitable failure comes, teams lose credibility and maybe even start doubting their own skills. Leadership ends up explicitly or implicitly exerting even more pressure for the team to perform and then, when pressure mounts, the goals tend to become even more ambitious and even less feasible, perpetuating the vicious cycle. When multiple teams are locked in this cycle — or when cultural incentives actually perpetuate it — companies find themselves doing a lot while accomplishing very little. 5 Common Mistakes Teams Make When Setting Goals This vicious cycle is the product of a common set of problems. You’ll begin to see these everywhere, once you know where to look: 1. Orienting around high-level objectives without factoring in causal levers. Product teams are often given a lofty goal like “Improve retention by 5%” without any clear path for how to get there. Leaders who assume teams will figure it out are delegating strategy, not enabling execution. This leaves teams rudderless. Some of these directionless teams will focus on short-term tactics to hit goals without clarity on which investments will have outsized impact, commonly leading to frankenstein user experiences, few strategic insights and little long-term product defensibility. Other teams might try to do the right thing, spending significant time at the start of a quarter carving a believable path towards the target outcome, but then face impatience and pressure from leaders eager to see outcomes delivered quickly. There’s nothing wrong with trying to improve retention by 5%. But teams also need to align around a pragmatic plan for how to get there, rather than throwing spaghetti at the wall to see what sticks. Former VP of International at Credit Karma Valerie Wagoner describes this issue poignantly: We had newly defined metrics tied to strategy, but there wasn’t full fluency or conviction throughout the organization on why that metric mattered. So Monthly Business Reviews were a reporting exercise but where people didn’t fully understand the levers of the core metric. - Valerie Wagoner, Head of Product, APAC, Stripe. To avoid this wishful thinking trap, focus on framing goals effectively to know what the right things are to do in the first place. The team’s higher-level retention goals should also factor in the causal levers that influence retention (such as cohort segmentation, feature usage, value proposition, value communication, natural frequency of usage, product quality, etc.) in order to focus their efforts on the influenceable ones that matter most. For example, before goal-setting around improving retention, teams should know what retention is composed of, which levers are likely to move it, and which solutions effectively pull those levers. 2. Focusing too much on outcomes, and not enough on progress. Teams need to set the right type of goal for the current stage of development. Many teams over-index on outcome-based goals because they’re seen as the ultimate sign of business impact — and misaligned incentives don’t help. Performance reviews, promotions, and access to leadership are often contingent on hitting outcome metrics. But moving a metric is not inherently valuable without broader strategic context. Teams working on a brand new product won’t have the depth of understanding for how to hit lofty outcome goals until they’ve shipped the product. Teams working at scale with many customers may consistently hit outcome metrics but are still not guaranteed long-standing company success. For example, vacation rental company HomeAway consistently achieved their most important outcome metric — increasing bookable listings — but failed to understand the changing consumer needs that Airbnb capitalized on, leading to HomeAway losing their position as market leader. Instead, smart teams know which of the four types of goal is needed based on the stage of product development: Discovery goals can deliver insights that inform an impactful strategy Input goals secure reliable resources to make progress against that strategy Output goals help enable flawless execution on the strategy Outcome goals prove that the strategy has intended impact Discovery: Good for Understanding Risk: "We need additional insights to form an impact strategy" Input: Good for Dependency Risk: We need reliable resources (people, capital, tech, processes) to make progress on our strategy (Internal Tool/Resource) Output: Good for execution risk. "We need to prove we can flawlessly execute our strategy" (External Ship) Outcome: good for strategic risk. "We need to prove that our strategy drives the intended impact" Product leaders should encourage goal-setting at each of these four levels, and teams need to be incentivized and rewarded for the right framing depending on the stage of product development. 3. ESTABLISHING SET-AND-FORGET Goals, leading to a lack of commitment and follow-through. The problems we’ve discussed so far lead to poorly framed goals that lack a believable plan. But even if the goals are framed well, they are often set-and-forget, making it hard to know if things are on track. Some teams get busy in the milieu of daily activity, and don’t resurface until the end of the quarter to evaluate if they’ve hit their target. Having only one or two check-ins per quarter leaves far too much latency between the time the goal is set and when an adjustment to the plan may be necessary. Other teams set goals as a ritual exercise but then ignore them because the goals are unreasonable to begin with. It’s painful to track something you know you can’t achieve, so goals fade into the background and goal-setting becomes a political process rather than a meaningful influencer of daily actions. 4. Failing to create cross-functional alignment by siloing goals inside departments. Organizations tend to goal-set by function to mirror their org chart. However, an imperative like “Grow new users by 100% YoY” is very likely a cross-functional effort (including marketing, sales, product, engineering… among others), not just the outcome of a singular person's work. Companies that silo their goal-setting processes and attempt to reconcile or consolidate them later tend to skip over critical dependencies or make overcommitments without the right resources to achieve them. Siloed goals are one of the biggest challenges inside companies. Usually the product team has goals that get them to 95% capacity. The Marketing team has goals that get them to 95% capacity. Neither team shares goals at all, but in order to achieve them, they actually have tons of dependencies on each other. Instead, they often should be collectively owning a single goal and given the space and resources to do the variety of cross-functional things required to achieve it. - Adam Fishman, EIR at Reforge, former Chief Product and Growth Officer at Imperfect Foods, VP Product & Growth at Patreon When each function owns their own goals, teams often end up in competition with each other rather than collaboration. Instead, cross-functional teams should collectively set goals and co-own the outcome, knowing that success will require collaboration. Setting cross-functional goals well takes the initiative of one leader to rally others. If you are not going to be this leader yourself, then encourage someone with the right ability to influence to play that role. As GM of International at Credit Karma, this was clearly defined as my role. However, both at Twitter and Stripe, I was officially accountable for only Product, but I created and drove cross-functional goal setting, starting with country or region focused strategies and goals first, then ensuring cross-functional strategies rolled up to those. - Valerie Wagoner, Head of Product, APAC at Stripe 5. FAILING TO SET Consistent habits with thrashing goal-setting processes. Because people find commitment scary and overwhelming, planning can often turn into a substitute for certainty when instead it is a proxy for confidence in a plan. Without this confidence, goal-setting becomes an exercise of trying to find and refine the most perfect metric quarter-after-quarter. If the team doesn’t achieve, leaders will go back to the drawing more and redefine the metric, ultimately causing more thrashing and uncertainty. This robs teams of the ability to form consistent practices and habits. Worse, it breeds a sense of distrust around the goal-setting process itself. OKRs Don’t Correct the Cycle — Sometimes They Perpetuate It OKRs have become the most widely used framework in tech companies for goal setting. Developed in the 1970s by Andy Grove and later heavily evangelized by John Doerr in his book Measure What Matters, they were designed as a way to frame audacious goals and ensure organizational alignment. Objectives are intended to be what you want to accomplish. When well-crafted, they ought to be significant, concrete, action-oriented, and inspirational. Key Results begin to explain how you’ll go about achieving the objective. They ought to be specific and time-bound, aggressive yet realistic, and measurable and verifiable. But as John Doerr mentions in his TED Talk, Why the secret to success is setting the right goals, the why is a critical aspect of goal setting, yet it is missing from the native OKR format. That purpose-driven context is exactly what cross-functional teams need to achieve their goals. OKRs can be a fantastic and flexible tool for individuals or entire companies. But they were not designed to be a complete system for cross-functional product teams. As a result, many cross-functional product teams struggle to effectively implement OKRs because the framework doesn’t fully solve for the complexity of a team that needs to account for cross-functional strategy and company-wide dependencies. NCTs Provide a More Complete Goal-Setting System We’ve seen countless cross-functional product teams struggle to frame and achieve their goals, even those who have operated on OKRs for many years. Narratives, Commitments, and Tasks (NCTs) were designed not only to solve these common execution issues but to provide teams with a more predictable, more motivating, and more self-reinforcing system for getting work done. For many people, goal setting becomes fun to track when you know it’s something you actually believe you can accomplish, with a system that helps you get there. What are NCTs? NCTs are a three-part framework for setting better goals, using narratives, commitments, and tasks. Here’s how each piece of the puzzle functions: The Narrative The narrative is a one- or two-sentence qualitative description of what the team/pod wants to achieve in a quarter. It describes the outcome and why it is so important to the business. Critically, it maps the goal back to the product and company strategies. A narrative done well will help provide the strategic context and guardrails that allow individuals to make better decisions because it provides a broader and clearer picture on what matters and why. This is especially helpful for both framing and communicating about your goal. Here are some examples of well-crafted narratives: Today, travelers navigate Tripadvisor using Google often leaving and re-entering Tripadvisor multiple times in a day. We can build a more retentive user experience by enabling them to organize, share, and access all their trip content, no matter what device they are on, or where they are in their planning journey. As a first step, we’ll increase awareness and usage of the “saves” feature and new trip plan feature Students come to Quizlet to study for not just one class but for multiple classes at the same time. The classes are new to them each year, but the content they’re studying is not...it's studied by thousands of students already on the platform. We can help students fast-track to finding and studying everything they need for the semester if we know what school and courses they’re taking so that we can effectively match them to the right content. We’ll start by improving the recommendations we’re making to current students while starting to ask new users about their school and course affiliations. What happens when your narrative is based on faulty assumptions? My opinion is that a narrative needs data and it needs to have good explanations (fit, simplicity) of any claims they make. That can't be done in 1-2 sentences - April 24, 2023 @ 4:59 AM The Commitments Commitments are objectively measurable goals that the team is committing to achieve by the end of the quarter, and you should have roughly three to five of them. Commitments are the evidence that the team has made progress on the narrative. Commitments should flex to accommodate whatever milestone or measure best captures the stage of progress the team is focused on achieving. That is, it may be more advantageous to work on an input goal like “Understand the main levers that have causal impact to moving retention” than an output goal like “Deliver new user onboarding” or an outcome goal like “Improve new user activation from paid marketing by 20%.” Here are some good, measurable commitments: Increase number of unique savers from X to Y by the end of Q1 Increase saves per saver from W to Z by end of Q1 Increase 7 day repeat rate for overall traffic (due to increased save usage) Understand the requirements to provide at least one recommendation for 80% of all US-based high school courses Increase conversion to study on content recommendations from A to B by end of Q2 Launch new Courses flow across platforms by end of Q2 We need outcome goals but how do we avoid falling into the same trap as OKRs? Outcome goals that team's don't believe in and give up on a few weeks into the quarter April 24, 2023 @ 5:03 AM The Tasks Tasks lay out what work might need to be done in order to complete the commitments and achieve the narrative. The list of Tasks does not need to be exhaustive—it is the team’s best estimate of how to achieve its Commitments and will likely evolve during a quarter. At the end of a quarter, if all your commitments are complete but none of your tasks are finished, that's a win. If all of your tasks are complete but none of your commitments, that's a failure. It’s much easier to track progress against a Commitment when you can break down tasks that align to your daily work. Here are a couple of examples of achievable Tasks: Launch new backend saves service Launch saves funnel health metrics dashboard Test suggesting defaulting trip names Single factor test save icon Design new course pages Test usability on new course-navigation Build proper event tracking for course page interactions Index courses in ElasticSearch How does this make sense "If all your commitments are complete, but none of your tasks are finished that's a win" .... HOW DO YOU EXPLAIN COMPLETING YOUR COMMITMENTS?! Even if you did come up with a reason, it's unreliable because your initial predictions on what would drive your commitments were obviously proven to be false. Skeptical - April 24, 2023 @ 5:06 AM How to Set Better Goals with NCTs Narratives help teams ensure the connection between goals and strategies, while commitments provide clarity about what you think the next “unlock” is to make progress against the strategy. Then once narratives and commitments are framed, tasks ensure a coherent and actionable plan. Implementing these new frameworks and habits requires an understanding of both process and psychology. Let’s talk through what you need for both. The Process NCTs are best used at the team or squad level, not at the company or individual level. They’re great for initiatives that require cross-functional work with shared ownership. 1. Embed your strategy into your narrative. The biggest benefit of NCTs is that they provide more connective tissue between strategy and execution, and that’s why framing your goals effectively is the most important step. The disconnect between strategy and execution is common because leaders think it’s their job to define what to do and their team’s job to hit goals that can be held accountable for. Instead, start with strategic context and define narratives based on that context. If it’s not clear what your strategy is, it doesn’t matter what your goals are. Brian Balfour, CEO of Reforge and former VP Growth at HubSpot, describes this common disconnect between strategy and goals well. In the early days of starting the HubSpot Sales product, we set WAU goals purely based off of our quantitative growth model. The problem was that the goal was missing a key piece of the overall company strategy - to focus on customers in the "mid-market." We hit our WAU goal, but many of the users ended up being in a segment of the market that wasn't aligned to the company strategy. It was a "win" from a pure goals perspective, but failed to move the company strategy forward. Had we taken that into deeper consideration we would have set a different target for WAU. - Brian Balfour Narratives provide a long-term picture of what matters most, reducing the amount of thrash teams experience quarter-to-quarter. 2. Align your commitments around a clear destination. Choose commitments optimized for where you’re at in the product development cycle. We advise you to frame commitments that are one step beyond your current level of confidence. For example, if you know that customer onboarding is an important driver into 7-day retention but haven’t generated believable hypotheses about how to improve onboarding, set an input goal to understand the top five opportunities to improve onboarding. 3. Dedicate time to crafting your tasks. This is actually where the bulk of the planning cycle ought to be spent, as Tasks are the currency of meaningful action and are the best reflection of your current understanding of how to hit your Commitment. Because Tasks ladder up to Commitments and Narratives, tracking progress is inherently about strategic outcomes, not about excessive show of movement in an ultimately meaningless direction. NCTs helped us move the question to the squad from when you are delivering it to what impact you are committing for. Most product teams struggle with the question from stakeholders asking them 'when' they are shipping as against 'what impact' are they delivering. It was largely due to framing the deliverables of the product team with the impact that they are delivering. With the arrival of NCTs, each feature was clearly mapped to commitments. - Viveck Kumar, VP of Product at PropertyGuru Group Well-crafted tasks help define what milestones and resources are going to be necessary to arrive at your destination. It’s not critical that you get everything right upfront, just critical that you have a believable plan. 4. Establish rituals for tracking your progress. Both narratives and commitments help develop a shared language that facilitates more meaningful progress check-ins at every level of the organization. While tracking is helpful for accountability, it’s more important for adaptability: Teams need to know when they’re stuck to ask for additional support to move forward. Regressions and roadblocks are leading indicators that hurdles need to be knocked down, not hidden. It’s all too common for people to stop tracking when the path changes. If anything, this is the most important time to continue tracking because it’s critical to ensure your new direction actually works. On some level though, cancelled task or tasks we pivot from has value if they help us achieve the commitment so that's an interesting point to think of April 24, 2023 @ 5:12 AM Straightforward rituals focus on course-correction and understanding, not performance evaluation. Reforge’s Product Leadership program goes into much more depth about how to more effectively track progress against your goals, but we recommend three focused rituals that help to build trust up, down, and across your organization. Weekly Status Reports track progress highlighting confidence of completion by end of the quarter, and discussion of exceptional circumstances or roadblocks Monthly Progress Updates provide opportunities to highlight learnings that can be applied to the next month, revise plans when new information emerges, and identify key areas that require escalation to leadership Quarterly Business Reviews focus on what you learned, what it means, and what new NCTs the team is setting for the upcoming quarter When used effectively, these rituals can change both how teams execute and how they’re perceived. NCTs helped us change the perception of stakeholders. Two years back, the product team at PropertyGuru had a perception that they were not accountable enough. Despite the team working hard and shipping products, the perception lingered. Moving to NCTs and showcasing that various squads could consistently meet their commitments changed the perception of the product org internally. - Viveck Kumar The Psychology Teams need to develop a comfort with discomfort in order to achieve their goals. We’re not talking about late nights and unsustainable workloads — we’re talking about being able to ride the inevitable waves of progress and setbacks on the path to getting to a destination. This requires a few key elements. 1. HAVE The bravery to commit. Commitment is scary! People don’t want to sign up for things that are uncertain. It requires confidence and gumption to write the goal in ink and go all in on making it happen. Confidence is often built by having done something successfully before. But to have done it, you need to actually hit your goals, which requires building the habits necessary to put the right work in and track it effectively. Once you’ve seen that work a handful of times, the process itself can become the motivator because you have confidence that taking the commitment seriously will yield results. 2. CREATE A non-toxic environment to accomplish the work. Leaders want teams to be ambitious, but they also want teams to take goals seriously. By pushing teams to have bigger and bigger goals, leaders inadvertently drive teams to be less invested in goals because they’re unattainable. The instinct to push for more is actually getting them less in the long-run. The right environment will allow you to set attainable and sustainable goals and encourage you to stay focused on them. Teams also need persistence, stamina and deep focus on tasks that really drive towards the Commitment. If the Commitment isn’t front-and-center, it’s incredibly easy to do short-term tasks that fulfill our sense of accomplishment without actually moving us closer to achieving our goals. 3. EMBRACE humility to avoid hazardous illusions around progress. Teams need the humility to really evaluate if they’re on track to their Commitments without taking it as a personal failure or being concerned about punitive consequences. This means leaders also need to establish a culture where being vocally off-track (and clear about why) is incentivized and celebrated. You Can Improve OKRs with NCT Concepts We recognize that not everyone will be able to introduce a new goal-setting framework into their organization, so let’s walk through an example that illustrates how you can use the underlying concepts of NCTs to drastically improve the efficacy of your OKRs today. Remember, this is best used at the product team/squad level rather than the individual or company level. The following example is for illustrative purposes only. Objective 1: Improve product quality KR 1: Reduce page load speed by 25% KR 2: Increase NPS from 55 to 62 KR 3: Reduce frontend errors through additional unit testing Both the Objective and Key Results here leave much to be desired. It’s difficult to understand what “product quality” means, why its current state is problematic, and what will happen if it’s not ameliorated. It’s opaque how these three Key Results are tied to the Objective. Is there past context that informs whether these efforts are the best leverage for improving product quality? While KRs 1 and 2 are outcome-oriented, they lack any clarity about how to achieve those outcomes, making it hard to know what actions a team might take to reach the goals. While KR 3 suggests a strategy for how to reduce frontend errors, it’s unclear if reducing those errors is likely to result in better product quality. It is perfectly viable for an individual product team to continue using OKRs to improve product quality. However, we’d encourage expanding them out more to include the underlying NCT concepts: articulate more strategic context in the objective, focus on a clear commitment for each KR, and specify a few actionable tasks that highlight a believable plan. Objective 1: Ensure speedy loading. Our customer growth has meant that some of our product experiences are now subpar because they’re built on foundations that haven’t scaled well as we’ve added more features and customers to the product. Load time is a major driver of bounce rates and has been on an upward trajectory for 3 quarters. Bounce-rates are one of the key inputs into our SEO ranking, and given SEO is our main acquisition channel, we need to significantly reduce load times in order to maintain our quality reputation with search engines. KR 1: Ensure access by reducing page load speed by 50% on mobile devices by delivering SSR on top 5 most used pages Prioritize which elements can be removed entirely v. need to be maintained Identify which components need to be fully migrated from old frameworks KR 2: Develop baselines for performance SLAs and the dashboarding tools for us to proactively monitor the volume and segments of customers experiencing performance issues outside of SLA Set baselines for time to render Agree on an SLA Build tooling to alert if out of SLA Identify what we need on a dashboard In this iteration, we’ve: Expanded the objective to clarify why product quality around performance matters so much. Removed the second KR entirely, because it’s now not clear how we’d be able to improve NPS before we’ve delivered these output goals first, or even if NPS is a meaningful indicator of performance improvements. We could run a later “holdout” experiment to test whether or not speed improvements lead to higher NPS – an important insight we can use in future work. Focus not just on outcome goals, but one input (KR 2) and one output (K1) goal, since we think those are reasonable drivers of improved performance outcomes. Added a couple key tasks for each KR, which can absolutely be modified or removed as a team starts execution and learns new information. Modifying your goals in this way helps clarify all three critical elements: what, why, and how. This is what I need to do for cSDR OKRs - April 24, 2023 @ 5:19 AM Narratives basically ask "Why does this matter" of every objective - April 24, 2023 @ 5:19 AM Regardless of the Framework You Use, You Can Get Better at Goal-Setting Teams that step into a more virtuous cycle exhibit a handful of key observable behaviors: They set achievable, risk-adjusted and strategically meaningful goals They consistently track, adjust and follow-through on those goals They end up actually achieving their goals They view the goals-setting process as a credibility- and confidence-building mechanism that’s rewarding They use the experience of the last goal-setting cycle to update their mental models for the next cycle They recognize that goal-setting is just as much a habit-building practice as a process for achieving outcomes This allows them to focus on what’s most important: Less on impressing leadership, and more on actually making a dent in the strategy. Less on checkboxes of acceptance criteria, and more on defining the right Tasks that are connected to a Commitment Less on hundreds of tickets or epics, and more on a few key Commitments Less on metrics, and more on a causal understanding of customers and the business How to Kickstart the Virtuous Cycle You can start improving your goal-setting habits today by remembering a few tips. Ensure that your goals clearly tie back to your strategy by articulating what, why and how. Choose the right type of goal (discovery, input, output, outcome) based on your stage of product development. Build consistent habits by getting wins under your belt that increase your confidence that you can actually execute well. Clear commitments, explicit actions that tie to those commitments, and the right team rituals help develop the scaffolding for good habits. And as with building any habit, success is a matter of commitment, simplicity, and consistency. Set yourself up for success, and learn with every cycle.
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