Skip to content
Phil's Library
Search
Ctrl
K
Cancel
GitHub
Select theme
Dark
Light
Auto
Guides
Example Guide
My Notes
index
2025 Journal
2026 Journal
Advice
index
Great communication
5 steps to writing well
Email like a boss
Good product stories
Managing up to executives
Rules for presentations
Surround sound communication
Tips for writing a great paper
Great decision making
100 Mental Models to Make Intelligent Decisions
7 critical questions to ask
8 Steps to Solve a Problem
Better Business Decision Making
Brainwriting - a better way for a group to generate more ideas
Connecting from values to a task
Goals before principles before philosophy
HBR - Preparing for Decision-Making Meetings
Ideaflow
Tasks - what they are, and how to break them down
Understand, Identify, Execute
What risks are worth taking - use Heilmeier's Catechism
Great effectiveness
Achieving More with Less Stress The Power of Intentional Planning
Creativity and Innovation
Make sure people don't spend their efforts being helpless in new and inventive ways!
On being wrong
Slow Productivity
What Makes Some People More Productive Than Others
Great goal setting and performance measurement
Goal setting for performance
Guide to Microsoft level bands
Microsoft's Approach to Performance & Development & Rewards
Setting metrics
S.M.A.R.T. system for setting goals and coaching your team to solve problems
Great leadership
4 types of employee complaining - and how to respond
Ask for no, don’t ask for yes – Dan Moore!
Developing a team
Leadership, 2 words at a time
Notes from MSFT OCTO Culture Conversation
Pioneers, Settlers, Town Planners
Questions for an effective 1-on-1
Seagull management
The Brad Smith rule about making mistakes
The Mentor Manifesto
The role of a manager at Microsoft
Tips for hiring
Tony Benn's 5 questions about democracy
When to escalate and what to do before you escalate
You need a high degree of confidence in low ego
Great product making
5 steps for product-led growth
A Taxonomy of Tech Debt
AI Product Building
Characteristics of an effective product team member
Complexity Has to Live Somewhere
Elon Musk's 5 product development guidelines
Engineering vs. policy tensions (DALL·E and DSB)
Great Partnership Principles
How to Run an Innovation Pipeline
IP Strategy
Notes on experimentation from the 2024 Microsoft Partner Forum
Product-Driven AI Research
Showcases and Essentials
Software safety vs. software security
The Pocket Guide of Essential YC Advice
The Startup Laws of Physics
The tension between flexibility and protection
Three Rules for Making a Company Truly Great
Untitled
Great project management
100 rules for NASA project management
Canonical Everything
How to run a season-based project
How to run major projects
NASA technology readiness levels (TRL)
People and Process
Systems thinking and decision making in organizations
Taiichi Ohno's Principles for Waste
Tasks - what they are, and how to break them down
The 4 cores of clarity
The difference between Simple, Complicated and Complex tasks
Great technical tips
A Visual Guide to Quantization
Algorithms we develop software by
BrianDouglas.ie - Sensible SQLite defaults
Critical batch size in ML training
Developer Philosophy
Making Deep Learning go Brrrr From First Principles
Multi-armed bandits 20 lines of code that will beat AB testing every time
Programming languages for startups
Rules of Machine Learning from Google for Developers
Simple, effective load balancing
Technical strategy needs to be moored to business strategy
The Twelve-Factor App
The Unwritten Laws of Engineering at Stedi
Your best self
103 bits of advice from Kevin Kelly
35 Simple Health Tips Experts Swear By
40 questions to ask yourself every year
6 life lessons from Marcus Aurelius
Happiness
How to learn
The Well-Lived Life
Bookmarks
bookmarks
Clippings
ably.com - How we built an AI-first culture at Ably
ably.com - Realtime steering interrupt, barge-in, redirect, and guide the AI
ably.com - What we learned from leaders building agentic AI at scale
ably.com - Why orchestrators become a bottleneck in multi-agent AI
AI as Normal Technology
AI Product Manager Playbook
AINews Softbank, NVIDIA and US Govt take 2 percent, 5 percent and 10 percent of Intel, will develop Intel x86 RTX SOCs for consumer & datacenters
albartlett.org - English transcript of Arithmetic, Population and Energy - a talk by Al Bartlett on the impossibility of exponential growth on a finite planet
andyljones.com - Horses
another.rodeo - Feedback doesn't scale
anthropic.com - Building Effective AI Agents
anthropic.com - Introducing Anthropic Interviewer
anthropic.com - Tracing the thoughts of a large language model
appliedaiformops.com - Atlas Building an Autonomous Agent That Remembers
appliedaiformops.com - What Building A Persistent AI Agent Taught Me About LLM Behavior
arxiv.org -
asmartbear.com - Creating space
bearblog.dev - How prompt caching works - Paged Attention and Automatic Prefix Caching plus practical tips
bearblog.dev - My Experience With Claude Code After 2 Weeks of Adventures
bearblog.dev - Shape Rotation 101 An Intro to Einsum and Jax Transformers
beehiiv.com - Vibe prototyping isn't solving problems. It's creating new ones.
benedict.dev - Closing the Software Loop
benkuhn.net - How I've run major projects
benkuhn.net - No one can teach you to have conviction
blackboxofpm.com - 7 Heuristics for being a Product Director
blackboxofpm.com - Deadlines
blackboxofpm.com - Product Management Mental Models for Everyone
blackboxofpm.com - Ruthless Prioritization
blackboxofpm.com - The Black Box of Product Management
blackboxofpm.com - The First Principles of Product Management
bramjetten.dev - The One-Person Framework in practice
cate.blog - Getting More Strategic
cendyne.dev - A Vibe Coded SaaS Killed My Team
chrbutler.com - What AI is Really For - Christopher Butler
creatoreconomy.so - So What's Going to Happen to Product Management Anyway
damninteresting.com - Dead Reckoning
danluu.com - What to learn
Dario Amodei — Machines of Loving Grace
darioamodei.com - Dario Amodei — The Adolescence of Technology
derekthompson.org - How to Sound Like an Expert in Any AI Bubble Debate
discovery.org - Metcalf’s Law and Legacy
donellameadows.org - Leverage Points Places to Intervene in a System
dwarkesh.com - Ilya Sutskever – We're moving from the age of scaling to the age of research
eleganthack.com - UX Is Your Moat (And You’re Ignoring It)
epoch.ai - Most AI value will come from broad automation, not from R&D
excel.holdings - Systems of Action and the Dominos Pizza Tracker Product Model
fleetwood.dev - You could have designed state of the art Positional Encoding
fredkozlowski.com - Running a Business Means Contact With Reality
github.com - addyosmanigemini-cli-tips Gemini CLI Tips and Tricks
github.io - A Dive into LLM Quantization
github.io - How to Calculate LLM Model Parameter Size - Dense Model
github.io - How to Calculate LLM Model Parameter Size - MoE Model
github.io - Performance Hints
github.io - The Differences between Deep Research, Deep Research, and Deep Research
github.io - The Next 1000x Cost Saving of LLM
github.io - Transformers Laid Out
github.io - Understand Autograd - A Bottom-up Tutorial
github.io - Understanding LLM System with 3-layer Abstraction
glama.ai - Implementing Distributed Tracing and Token Analytics in MCP Agents using OTel
grahamyooll.com - Try to Take My Position The Best Promotion Advice I Ever Got - AGY
hamel.dev - A Field Guide to Rapidly Improving AI Products – Hamel’s Blog - Hamel Husain
hbr.org - Increasing Returns and the New World of Business
hbr.org - The Making of a Corporate Athlete
higashi.blog - AI should only run as fast as we can catch up · Higashi.blog
horace.io - Making Deep Learning go Brrrr From First Principles
How to organize a software architecture proposal document
How To Write a Working Backwards Doc tig.log
huggingface.co - One Year Since the “DeepSeek Moment”
huggingface.co - Tensor Parallelism (TP) in Transformers 5 Minutes to Understand
huggingface.co - The Smol Training Playbook The Secrets to Building World-Class LLMs - a Hugging Face Space by HuggingFaceTB
humanlayer.dev - Writing a good CLAUDE
iankduncan.com - The CRDT Dictionary A Field Guide to Conflict-Free Replicated Data Types - Ian Duncan
interconnected.org - Context plumbing
interconnects.ai - 2025 Open Models Year in Review
jonready.com - Everyone in Seattle Hates AI — Jonathon Ready
justinmath.com - Advice on Upskilling
justoffbyone.com - The Math of Why You Can't Focus at Work
kindel.com - Leading by Fitness Functions tig.log
kindel.com - The Secret to Giving Feedback Without Triggering Defensiveness tig.log
langchain.dev - How to think about agent frameworks
langchain.dev - MCP Flash in the Pan or Future Standard
languagemodels.co - The Illustrated DeepSeek-R1
lenovo.com - Lenovo LLM Sizing Guide
lesswrong.com - On the Rationality of Deterring ASI — LessWrong
maartengrootendorst.com - A Visual Guide to LLM Agents
maartengrootendorst.com - A Visual Guide to Mixture of Experts (MoE)
maartengrootendorst.com - A Visual Guide to Quantization
martinalderson.com - Has the cost of building software just dropped 90 percent
mckaywrigley.com - My Thoughts on Claude Opus 4.5
Memes
minimaxir.com - Nano Banana can be prompt engineered for extremely nuanced AI image generation
minimaxir.com - The Best Way to Use Text Embeddings Portably is With Parquet and Polars
mironov.com - What We Need in a VP of Product Management
mironov.com - What’s A Vice President of Product Management
mmc.vc - Agentic Enablers The invisible hands shaping the agent economy
mmc.vc - Agentic Enablers Treating AI’s amnesia and other disorders
mmc.vc - Agentic Enablers Working through AI’s insecurity and identity crisis
mmc.vc - State of Agentic AI Founder’s edition
muledesign.com - Brainstorm Questions Not Ideas
nateliason.com - De-Atomization is the Secret to Happiness
nickyoder.com - Beyond Orthogonality How Language Models Pack Billions of Concepts into 12,000 Dimensions
Nine-Things-I-Learned-in-Ninety-Years
normaltech.ai - AGI is not a milestone
notesfromthecircus.com - Why I’m Betting Against the AGI Hype
OAuth's Role in MCP Security
OCTO Idea Hubs
openai.com - What makes a great ChatGPT app
openrouter.ai - State of AI
oxide.computer - 576 - Using LLMs at Oxide RFD Oxide
philschmid.de - Why (Senior) Engineers Struggle to Build AI Agents
platformonomics.com - How will Oracle pay for its hyperscaler dreams
posthog.com - 50 things we’ve learned about building successful products
posthog.com - 8 learnings from 1 year of agents – PostHog AI - PostHog
posthog.com - Why we killed our AI product assistant
Product Market Fit Collapse from AI
promp.td - It’s Always the Process, Stupid!
proofofconcept.pub - How Product Discovery changes with AI
quantamagazine.org - When ChatGPT Broke an Entire Field An Oral History
quarter--mile.com - Startup Equity 101 — Quarter Mile
randsinrepose.com - Become the Consequence
randsinrepose.com - The Loop
redblobgames.com - Let’s write a search engine, part 1 of 2
rufflewind.com - Reverse-mode automatic differentiation a tutorial - Rufflewind's Scratchpad
saastr.com - Our 20+ AI Agents and Their Moats Real But Weak
saastr.com - The Best AI Startups Do the Training For You. It’s On You to Make the Agent Awesome — Not Your Customers.
Sam Schillace's Sunday Letters
seangoedecke.com - How I ship projects at big tech companies
simonwillison.net - A quote from Will Larson
sshh.io - How Cursor (AI IDE) Works
StartupCTOHandbook
staysaasy.com - How to Be a Senior Leader
staysaasy.com - The Precise Language Of Good Management
staysaasy.com - The Two Jobs of a CPO
Stop Answering the Wrong Question Unlock Your True Work Happiness tig.log
stratechery.com - Google, Nvidia, and OpenAI
stratechery.com - TSMC Risk
Strategy is not the same as planning - Vaughn Tan
substack.com - 21 Lessons from 14 Years at Google
substack.com - 3 Years of ChatGPT
substack.com - A Lean Approach to AI Case to Withstand Existing Gaps in AI Adoption Strategies
substack.com - Clouded Judgement 1.23.26 - The Year of Multi-Modal
substack.com - How I Bankrupted Two Companies
substack.com - How to craft a political message
substack.com - On (Not) Feeling the AGI
substack.com - Revisiting Clarity of Thought
substack.com - Revisiting Minsky’s Society of Mind in 2025
substack.com - SaaS, widely misunderstood ($CSU.TO, $TOI.V, $ADBE, $UBER, $CRM)
surfingcomplexity.blog - Because coordination is expensive
svpg.com - The VP Product Role
swinburne.edu.au - How to unshrink clothes
taranis.ie - LLMs are a failure. A new AI winter is coming.
The 5Ps Achieving Focus in Any Endeavor tig.log
The Middle Innings of AI
The psychology of leakers
thecreativeindependent.com - Multi-disciplinary artist Jack Rusher on the need to sustain your creative drive in the face of technological change – The Creative Independent
thestartupmanifesto.com - THE Startup Manifesto
theverge.com - Is language the same as intelligence The AI industry desperately needs it to be
timkellogg.me - The Levels of Agentic Coding
timkellogg.me - Viable Systems How To Build a Fully Autonomous Agent
transformer-circuits.pub - On the Biology of a Large Language Model
Transformers the Google scientists who pioneered an AI revolution
transistor.fm - Transcript 12 Director of Microsoft Research talks AI for Science - Chris Bishop
turingpost.com - 🎙️Inside a Chinese AI Lab How MiniMax Builds Open Models
vaughntan.org - Good strategy understands affect, not just cognition - Vaughn Tan
vercel.com - Eval-driven development Build better AI faster
vintagedata.org - A Realistic AI Timeline Vintage Data
vintagedata.org - Actual LLM agents are coming Vintage Data
vintagedata.org - Synthetic Pretraining Vintage Data
vintagedata.org - Synthetic Pretraining Vintage Data 1
vintagedata.org - The Model is the Product Vintage Data
vintagedata.org - Training as we know it will end Vintage Data
vintagedata.org - What's the deal with mid-training Vintage Data
Why Should Anyone Be Led by You
wquist.com - What TAM should actually tell you
wreflection.com - AI's Dial-Up Era
wreflection.com - Wrapping My Head Around AI Wrappers
writingsbyraykurzweil.com - the Law of Accelerating Returns. « the Kurzweil Library
yakkomajuri.com - So you wanna build a local RAG
dailynotes
2024
05
10
2024-05-10-Fri
13
2024-05-13-Mon
23
2024-05-23-Thu
06
04
2024-06-04-Tue
20
2024-06-20-Thu
10
29
2024-10-29-Tue
2024-10-29-Tue-Phil’s Mac mini
11
07
2024-11-07-Thu
2025
03
11
2025-03-11-Tue
12
2025-03-12-Wed
2025-03-12-Wed_DiskStation_May-22-1447-2025_DownloadConflict
13
2025-03-13-Thu
14
2025-03-14-Fri
2025-03-14-Fri_DiskStation_May-22-1447-2025_DownloadConflict
04
17
2025-04-17-Thu
06
03
2025-06-03-Tue
23
2025-06-23-Mon
25
2025-06-25-Wed
07
15
2025-07-15-Tue
08
04
2025-08-04-Mon
22
2025-08-22-Fri
27
2025-08-27-Wed
09
19
2025-09-19-Fri
24
2025-09-24-Wed
10
02
2025-10-02-Thu
2025-10-02-Thu-Phil’s Mac mini
03
2025-10-03-Fri
16
2025-10-16-Thu
11
04
2025-11-04-Tue
07
2025-11-07-Fri
10
2025-11-10-Mon
13
2025-11-13-Thu
14
2025-11-14-Fri
IT
Google Apps Scripts
Jupyter notebook, ffmpeg, shell commands
One liners for dvr-scan
OneDrive photos folders I've scrubbed
Photo processing workflow
Renaming Barclays statements using Bulk Rename Utility
Ricoh GR III recipes
Scanning and OCR'ing PDF files
Learning, snippets, market intelligence
Goats
AI
Eight things to know about large language models
Example prompt for synthetic data generation (for training a model to correct Excel formula errors)
@jsuarez5341 Twitter thread on the basics of RL
Models
Notes on autonomous agents from The Army of None
Prompt engineering vs. RAG vs. fine-tuning
thepalindrome.org - The Roadmap of Mathematics for Machine Learning
thezvi.wordpress.com - o3 Is a Lying Liar
What is a Flop
Zvi Mowshowitz - On DeepSeek's r1
Notes
AI Startup Strategy
Memes
Organizations
2025-10-04 - Preparing for Rockefeller Foundation - Schmidt Sciences Bellagio Convening
a blog by Matt Webb
a16z
addyosmani
Advent International
Air Street Capital
Alibaba
Amazon
Anthropic
Bain
Bain Capital Ventures
Bank of England
Barclaycard
Black Forest Labs
Brackett AI
BroadLight Capital
Canva
Cazenove
Cazenove Capital
Cendyne
CHEC
Chicago Booth
Cloudflare
Creandum
Cusp.ai
DeepSeek
Dell
Deloitte
DocIsInDaHouse
Earlybird VC
Efekta
Eleganthack
Essential AI
ETH Zurich
Faegre Drinker
Farnam Street
Fidelity
Figma Ventures
Flagship Pioneering
Frontier Impact Ltd
frontierimpact.io
GDC
Genentech
General Catalyst
General Reasoning
GitHub
GitLab Foundation
Google
Google DeepMind
Google for Developers
Google Search
Greenworld
Havok
HeavyBit
Hoxton
Hugging Face
IBM
Iconic
Iconic Interactive
Interconnected
Kling
Kritio
Kysenia
LangChain Blog
Lenovo Press
LexisNexis
LS9
MHRA
Microsoft
Microsoft Research
MMC
ModelScope
Morgan Stanley
MSR
New York Times
NHS
NOEMA
Northzone Ventures
Nvidia
Oculus
OpenAI
OpenAI Foundation
OpenRouter
Ownership Works
PAI
Palantir
Partnership on AI
Pioneering Intelligence
Platformonomics
Porkbun
Power BI
Quanta Magazine
Rands in Repose
Rare
Reforge
Renaissance Philanthropy
Rockefeller Foundation
Runway
Salesforce Ventures
SambaNova
sankalp's blog
SAP
Schmidt Sciences
Sequoia
Sereact AI
Silicon Valley Product Group
Simply Business
Solve AI
Sona
Sona Technologies
St Guy's
Stargate
Stay SaaSy
Stratechery by Ben Thompson
Strategic Alternatives
Taranis
Temasek
The Academy for Systems Change
The Deep View: Conversations
Toyota
UCLH
UiPath
UNESCO
Unity
Visionaries Club
Vitality Health
Vocal Ventures
Warburg Pincus
Watson Fuels
Workday
World Economic Forum
People
Adam Green
Addy Osmani
Adrian Bolton
Alessandro De Benedetti
Alex Momeni
Amanda Schupak
Andrew Bowell
Andrew Horton
Andrew Sweet
Andy Jones
Anjney Midha
Ashish Vaswani
Bain & Company
Ben Dixon
Benjamin Riley
Bill Gates
Bonnie Kruft
Brandon Chu
Brian Douglas
Brian Harry
Bryan Cantrill
Cate
Chris Bishop
Chuck
Chuck Whitten
Claire O'Connell
Daniel Olshansky
Dario Amodei
David Bray
David Cohen
David Soria Parra
Deepak
Den Delimarsky
Derek Thompson
Desney Tan
Devin Whittle
Dylan Collins
Ed Clark
Edward Grefenstette
Elena Pantazi
Emma Cappiello
Eric Schmidt
Florian Brand
Florian Mueller
Florian Muller
Frank Noe
George Gilder
George Stainton
Grace Bentley
Gunnar Peterson
Hana Griffin
Hugo Parkinson
Ian Vanagas
Imran
Irfan Verjee
Ishita
Ishita Sinha
Jaap
Jaideep Sarkar
James Hamilton
Janette Saxer
Jared Briant
Jason Cohen
Jason Lemkin
Jeppe
Jim Loehr
John
John Riccitiello
Johnny Venables
Julie Bjune
Junaid Bajwa
Justin Skycak
Kevin Scott
Kieran Connell
Kyunghyun Cho
Lee Schuneman
Leila Ramath
Lisa Hu
Lucky Vidmar
Maarten Grootendorst
Madhumita Murgia
Marc Tremblay
Marie
Markus Gleim
Martin Alderson
Martin Bloor
Matt Currell
Michiel Kotting
Mike Brock
Mike Moran
Miles Brundage
Naomi Gleit
Naseem Moumene
Nathan Benaich
Nicholas Lovell
Nicholas Yoder
Nick Clegg
Nowfal Khadar
Oege de Moor
Pete Munford
Peter Hyman
Peter Lee
Peter Yang
Philipp Schmid
Polina
Raj
Ralf Gulde
Rhys Dekle
Ross Taylor
Sarah Holzman
Sarah Nightingale
Scott Campbell
Simon Willison
Stefania
Stephanie Bell
Steve Hodges
Sutha Kamal
Taiichi Ohno
Tim Bozarth
Tivadar Danka
Tom Hulme
Tony Schwartz
Umesh Madan
Zvi Mowshowitz
Personal
Accounts and Important Numbers
Finance
Relocation to the UK
UK Tax
UK Voluntary National Savings Contributions
US Tax
2022
Record of payments
Health
Gastro Health Seattle
Gastro Health Seattle 1
Houses
House information
Watering system at 4014 45th Ave NE
Interview Preparation (DeepMind, CoreAI, Efekta)
Kids
Ben
Psychoeducational Assessment
School application notes for Ben
Novel Idea
Personal brand
Random notes
Sa skiing incident
Things to read
We Need To Rewild The Internet
Travel
Costa Rica
UK relocation conversations
Programs
AI for Science
scripts
README
Templater
export_to_calibre.md
To read
205.tf - 205TF – Experimenting is above all a process
anthropic.com - Claude's Constitution
@bcherny - How the creator of Claude Code uses it
Travel
Maidenhead to Paddington train strategy
Work
2026-01-14 - Northzone Presentation
AI strategy advisory
Advisory Workstreams
AI Product Manager Playbook
Introductory calls with clients
My thoughts on AI product development
Career planning
Frontier Impact Ltd
Clients and projects
Important numbers and dates
Insurance
Misc notes
Generative AI
Google DeepMind - Inception Team
Interview Preparation (DeepMind, CoreAI)-Phil’s MacBook Air
Notes on AI use cases for CHEC
Phil Waymouth Bio
Startup Ideas
TA for AI
GitHub
Select theme
Dark
Light
Auto
index
This is a collection of articles across different topic areas that I find useful.