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My Notes
Phil's collection of resources
2025 Journal
2026 Journal
Advice
Great AI & ML fundamentals
anthropic.com - Tracing the thoughts of a large language model
arxiv.org -
bearblog.dev - Shape Rotation 101 An Intro to Einsum and Jax Transformers
bpe.xyz - phenomenological-convergence
byhand.ai - Matmul Flow ~ New Visualization Tool
dwarkesh.com - Dylan Patel — Deep dive on the 3 big bottlenecks to scaling AI compute
dwarkesh.com - Ilya Sutskever – We're moving from the age of scaling to the age of research
evjang.com - As Rocks May Think
You could have designed state of the art Positional Encoding
github.io - A Dive into LLM Quantization
github.io - How to Calculate LLM Model Parameter Size - Dense Model
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 Importance of Diversity
The Next 1000x Cost Saving of LLM
github.io - Transformers Laid Out
Understand Autograd - A Bottom-up Tutorial
Understanding LLM System with 3-layer Abstraction
horace.io - Making Deep Learning go Brrrr From First Principles
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
interconnects.ai - 2025 Open Models Year in Review
interconnects.ai - Opus 4.6, Codex 5.3, and the post-benchmark era
interconnects.ai - What comes next with open models
languagemodels.co - The Illustrated DeepSeek-R1
latent.space - Experts Have World Models. LLMs Have Word Models.
latent.space - How to Kill the Code Review
latent.space - RLHF 201 - with Nathan Lambert of AI2 and Interconnects
lenovo.com - Lenovo LLM Sizing Guide
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
medium.com - Sparse Attention
minimaxir.com - The Best Way to Use Text Embeddings Portably is With Parquet and Polars
neutree.ai - Understanding LLM Inference Engines Inside Nano-vLLM (Part 1) - Neutree Blog
nickyoder.com - Beyond Orthogonality How Language Models Pack Billions of Concepts into 12,000 Dimensions
quantamagazine.org - When ChatGPT Broke an Entire Field An Oral History
Reverse-mode automatic differentiation: a tutorial - Rufflewind's Scratchpad
theverge.com - Is language the same as intelligence The AI industry desperately needs it to be
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 - Chris Bishop
turingpost.com - 🎙️Inside a Chinese AI Lab How MiniMax Builds Open Models
understandingai.org - The many masks LLMs wear
Synthetic Pretraining | Vintage Data
vintagedata.org - Synthetic Pretraining Vintage Data 1
vintagedata.org - Training as we know it will end Vintage Data
What's the deal with mid-training? | Vintage Data
Great AI engineering
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
addyosmani.com - Comprehension Debt - the hidden cost of AI generated code.
AI Product Manager Playbook
anthropic.com - Building Effective AI Agents
anthropic.com - How AI assistance impacts the formation of coding skills
anthropic.com - Introducing Anthropic Interviewer
appliedaiformops.com - Atlas Building an Autonomous Agent That Remembers
appliedaiformops.com - What Building A Persistent AI Agent Taught Me About LLM Behavior
auth0.com - Why Can't I Just Use an API. Because Your AI Agent Needs MCP
bassimeledath.com - The 8 Levels of Agentic Engineering — Bassim Eledath
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
beehiiv.com - Vibe prototyping isn't solving problems. It's creating new ones.
bicameral-ai.com - Why "just prompt better" doesn't work
bytebytego.com - How Yelp Built “Yelp Assistant”
chrlschn.dev - MCP is Dead; Long Live MCP!
claudecodecamp.com - I'm Building Agents That Run While I Sleep
cra.mr - Optimizing Content for Agents
crawshaw.io - crawshaw - 2026-02-08
cyber-omelette.com - The Abstraction Rises - The Cyber Omelette
ddmckinnon.com - My 🌶 take on vibe coding for PMs
github.com - addyosmanigemini-cli-tips Gemini CLI Tips and Tricks
github.com - andrej-karpathy-skillsCLAUDE.md at main · forrestchangandrej-karpathy-skills
github.com - Verified Spec-Driven Development
github.io - MCP is dead. Long live the CLI
github.io - microgpt
Implementing Distributed Tracing and Token Analytics in MCP Agents using OTel
gravitee.io - Lessons Learned From Exposing Real APIs Through MCP
hvpandya.com - Expose Your Design System to LLMs
interconnected.org - Context plumbing
langchain.dev - How to think about agent frameworks
langchain.dev - MCP Flash in the Pan or Future Standard?
latent.space - Why Anthropic Thinks AI Should Have Its Own Computer — Felix Rieseberg of Claude Cowork & Claude Code Desktop
mckaywrigley.com - My Thoughts on Claude Opus 4.5
medium.com - Agents vs. Workflows The Framework Founders Actually Need
mikegchambers.com - Software 3.1 - AI Functions
mmc.vc - Agentic Enablers The invisible hands shaping the agent economy
OAuth's Role in MCP Security
obsidian.md - Spec-driven development doesn't work if you're too confused to write the spec - deontologician - Obsidian Publish
Claude Code & Codex Mobile & Web Client
philschmid.de - Why (Senior) Engineers Struggle to Build AI Agents
poehnelt.com - You Need to Rewrite Your CLI for AI Agents
research.google - Towards a science of scaling agent systems When and why agent systems work
semianalysis.com - Claude Code is the Inflection Point
simonwillison.net - A quote from Will Larson
simonwillison.net - Agentic Engineering Patterns - Simon Willison's Weblog
simonwillison.net - AI should help us produce better code - Agentic Engineering Patterns
simonwillison.net - Redgreen TDD - Agentic Engineering Patterns
How Cursor (AI IDE) Works
stavros.io - How I write software with LLMs - Stavros' Stuff
substack.com - How to write a good spec for AI agents
substack.com - My LLM coding workflow going into 2026
The Levels of Agentic Coding
Viable Systems: How To Build a Fully Autonomous Agent
tomjohnell.com - LLMs can be absolutely exhausting
untangle.work - AI is great at writing code. It's terrible at making decisions.
Eval-driven development: Build better AI faster
Vibe coding - a tool for alignment
Actual LLM agents are coming | Vintage Data
x.com - Agent Harness is the Real Product
x.com - How to stop your autoresearch loop from cheating
x.com - Lessons from Building Claude Code How We Use Skills
x.com - Thread by @deedydas
x.com - Thread by @mattshumer_
So you wanna build a local RAG?
Great AI strategy
a16z.news - Leaders, gainers and unexpected winners in the Enterprise AI arms race
AI as Normal Technology
aienablementinsider.com - AI Consulting Firms Breaking the $4M Revenue Ceiling Barrier
AINews Softbank, NVIDIA and US Govt take 2%, 5% and 10% of Intel, will develop Intel x86 RTX SOCs for consumer & datacenters
Claude Report - State of Enterprise LLM Customization, Fine-Tuning, and Serving
danielmiessler.com - The Great Transition
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
Most AI value will come from broad automation, not from R&D
higashi.blog - AI should only run as fast as we can catch up · Higashi.blog
hvpandya.com - Large Companies Can't Operate at the Frontier
jonready.com - Everyone in Seattle Hates AI — Jonathon Ready
learningbyshipping.com - 238. Death of Software. Nah.
lesswrong.com - Broad Timelines — LessWrong
lmorchard.com - Grief and the AI Split
lmorchard.com - Grief and the AI Split 1
lucijagregov.com - The Future of AI
medium.com - The Anthropic Hive Mind
My AI Adoption Journey
AGI is not a milestone
notboring.co - World Models Computing the Uncomputable
OCTO Idea Hubs
oneusefulthing.org - Management as AI superpower
oneusefulthing.org - The Shape of AI Jaggedness, Bottlenecks and Salients
openrouter.ai - State of AI
piie.com - Research on AI and the labor market is still in the first inning
platformonomics.com - How will Oracle pay for its hyperscaler dreams?
Product Market Fit Collapse from AI
promp.td - It’s Always the Process, Stupid!
Sam Schillace's Sunday Letters
siddhantkhare.com - AI fatigue is real and nobody talks about it
stratechery.com - An Interview with Nvidia CEO Jensen Huang About Accelerated Computing
stratechery.com - Google, Nvidia, and OpenAI
TSMC Risk
substack.com - 3 Years of ChatGPT
substack.com - A Lean Approach to AI Case to Withstand Existing Gaps in AI Adoption Strategies
substack.com - Claude Opus 4.6 System Card Part 1 Mundane Alignment + MW
substack.com - Clouded Judgement 1.23.26 - The Year of Multi-Modal
substack.com - GPU Obsolescence is Complicated
On (Not) Feeling the AGI
taranis.ie - LLMs are a failure. A new AI winter is coming.
The Middle Innings of AI
thealgorithmicbridge.com - How to Survive the AI Age A Concrete Guide
thealgorithmicbridge.com - You Spent Your Whole Life Getting Good at the Wrong Thing
A Realistic AI Timeline | Vintage Data
The Model is the Product | Vintage Data
wreflection.com - AI's Dial-Up Era
wreflection.com - Wrapping My Head Around AI Wrappers
Great communication
5 steps to writing well
Email like a boss
Good product stories
Managing up to executives
operatorshandbook.com - Nailing the basics How to communicate effectively
Rules for presentations
substack.com - How to craft a political message
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
donellameadows.org - Leverage Points Places to Intervene in a System
Goals before principles before philosophy
HBR - Preparing for Decision-Making Meetings
Ideaflow
Strategy is not the same as planning - Vaughn Tan
Tasks - what they are, and how to break them down
The Chilcot Checklist
Understand, Identify, Execute
Good strategy understands affect, not just cognition - Vaughn Tan
What risks are worth taking - use Heilmeier's Catechism
Great effectiveness
Achieving More with Less Stress The Power of Intentional Planning
benkuhn.net - No one can teach you to have conviction
carlini.com - How to win a best paper award (or, an opinionated take on how to do important research)
Creativity and Innovation
hbr.org - The Making of a Corporate Athlete
information-superhighway.net - On The Need For Understanding
justinmath.com - Advice on Upskilling
justoffbyone.com - The Math of Why You Can't Focus at Work
Make sure people don't spend their efforts being helpless in new and inventive ways!
On being wrong
sharif.io - Willingness to look stupid is a genuine moat in creative work
Slow Productivity
substack.com - Revisiting Clarity of Thought
substack.com - Want a better 2026. Set annual goals
substack.com - What I learnt from 6 months of writing a newsletter
swyx.io - How to Create Luck
swyx.io - How to Thought Lead (2026)
swyx.io - Learn In Public
todoist.com - The Ivy Lee Method Focus Better with This 100-Year-Old Strategy
vangemert.dev - "Nothing" is the secret to structuring your work
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
another.rodeo - Feedback doesn't scale
Ask for no, don’t ask for yes – Dan Moore!
cate.blog - Getting More Strategic
daeus.blog - Game Theory Patterns at Work
Developing a team
grahamyooll.com - Try to Take My Position The Best Promotion Advice I Ever Got - AGY
hvpandya.com - Exec Presentations
hvpandya.com - Leadership in Large Organizations
hvpandya.com - Leverage in Large Organizations
hvpandya.com - Systems, Stables and Stars
kindel.com - Leading by Fitness Functions tig.log
kindel.com - The Secret to Giving Feedback Without Triggering Defensiveness tig.log
Leadership, 2 words at a time
lemire.me - Why speed matters
Microsoft Code Book - Mission, Culture, Principles
mironov.com - What We Need in a VP of Product Management
mironov.com - What’s A Vice President of Product Management
Notes from MSFT OCTO Culture Conversation
operatorshandbook.com - Nailing the basics How to collaborate cross-functionally
operatorshandbook.com - Nailing the basics How to deliver high-quality work products
operatorshandbook.com - Nailing the basics How to manage your bandwidth & prioritization
Pioneers, Settlers, Town Planners
Questions for an effective 1-on-1
randsinrepose.com - Become the Consequence
randsinrepose.com - The Loop
Seagull management
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
substack.com - 14 More lessons from 14 years at Google
substack.com - 21 Lessons from 14 Years at Google
substack.com - 21 Lessons from 14 Years at Google 1
substack.com - Five personal productivity hacks from an Amazon Senior Manager
substack.com - Handling Pressure Is a Skill Three Lessons from The Art of Learning
substack.com - The Senior Manager’s Guide to AI From Hype to Real Impact
substack.com - The Senior Manager’s Guide to AI From Hype to Real Impact - Part 2
substack.com - The Senior Manager’s Guide to AI From Hype to Real Impact - Part 3
surfingcomplexity.blog - Because coordination is expensive
svpg.com - The VP Product Role
The 5Ps Achieving Focus in Any Endeavor tig.log
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
verticalized.co - Why and How to Build a Research Org
When to escalate and what to do before you escalate
Why Should Anyone Be Led by You?
You need a high degree of confidence in low ego
yusufaytas.com - Capacity Is the Roadmap
Great product making
5 steps for product-led growth
A Taxonomy of Tech Debt
AI Product Building
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
Characteristics of an effective product team member
chrbutler.com - What AI is Really For - Christopher Butler
Complexity Has to Live Somewhere
creatoreconomy.so - So What's Going to Happen to Product Management Anyway?
ddmckinnon.com - Product Management at Meta vs. Google or My Take on How to Evaluate your {Google,Meta} Offer
eleganthack.com - UX Is Your Moat (And You’re Ignoring It)
Elon Musk's 5 product development guidelines
Engineering vs. policy tensions (DALL·E and DSB)
excel.holdings - Systems of Action and the Dominos Pizza Tracker Product Model
Great Partnership Principles
How to Run an Innovation Pipeline
hvpandya.com - 16 Pieces of Design Wisdom
hvpandya.com - My Framework for Delight
IP Strategy
itamargilad.com - 5 Ways Product Discovery Breaks Down (part 1)
jeffgothelf.com - Storytelling An AI era survival skill for product managers
jrothman.com - How Good is Your Backlog. How to Shape the Work for Product Success, Part 2
jrothman.com - How Good is Your Backlog. Start with Ready Criteria, Part 1
lukew.com - LukeW Agent Orchestration UI
lukew.com - LukeW AI Enables As-Needed Software Features
lukew.com - LukeW Durable Patterns in AI Product Design
lukew.com - LukeW Finding the Role of Humans in AI Products
lukew.com - LukeW More on Context Management in AI Products
lukew.com - LukeW Showing the Work of Agents in UI
medium.com - My preferred product management techniques and frameworks (for the internal platform product…
medium.com - What Excellent Growth Teams See That Others Miss
Brainstorm Questions Not Ideas
Notes on experimentation from the 2024 Microsoft Partner Forum
openai.com - What makes a great ChatGPT app
posthog.com - 8 learnings from 1 year of agents – PostHog AI - PostHog
posthog.com - The hidden danger of shipping fast
posthog.com - Why we killed our AI product assistant
posthog.com - WTF does a product manager do (and why engineers should care)
Product-Driven AI Research
proofofconcept.pub - How Product Discovery changes with AI
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 software engineering
apenwarr.ca - Every layer of review makes you 10x slower
aresluna.org - Unsung heroes Flickr’s URLs scheme – Unsung
benedict.dev - Closing the Software Loop
How I've run major projects
cendyne.dev - A Vibe Coded SaaS Killed My Team
heise.de - The Real Bottleneck Why Faster Coding Doesn't Speed Up Projects
How to organize a software architecture proposal document
How To Write a Working Backwards Doc tig.log
justinjackson.ca - Will Claude Code ruin our team
mendral.com - What CI Actually Looks Like at a 100-Person Team
oxide.computer - 576 - Using LLMs at Oxide RFD Oxide
quint-lang.org - Reliable Software in the LLM Era
seangoedecke.com - How I ship projects at big tech companies
sinclairtarget.com - Negative Externalities of Gen-AI within Software Teams
StartupCTOHandbook
strongdm.ai - StrongDM Software Factory
substack.com - When building becomes cheaper than specifying, everything changes
understandlegacycode.com - Use the Mikado Method to do safe changes in a complex codebase - Change Messy Software Without Breaking It
Great startups
12gramsofcarbon.com - Tech Things SaaS is Dead, Long Live SaaS
asmartbear.com - Creating space
asmartbear.com - Profitable on day one!
asmartbear.com - Ruthless prioritization while the dog pees on the floor
asmartbear.com - The "Convergent" theory of finding truth in darkness
asmartbear.com - The roadmap to ProductMarket Fit (PMF)… maybe
bramjetten.dev - The One-Person Framework in practice
fredkozlowski.com - Running a Business Means Contact With Reality
hbr.org - Increasing Returns and the New World of Business
linkedin.com - The Five Companies You Can Build in 2026 LinkedIn
lukew.com - LukeW Small Teams Win, Again
martinalderson.com - Has the cost of building software just dropped 90 percent
medium.com - Welcome to the Wasteland A Thousand Gas Towns
quarter--mile.com - Startup Equity 101 — Quarter Mile
saastr.com - Our 20+ AI Agents and Their Moats Real But Weak
substack.com - Enterprise SaaS Truisms, Revisited
substack.com - How I Bankrupted Two Companies
substack.com - One simple habit that will save your business
substack.com - SaaS, widely misunderstood ($CSU.TO, $TOI.V, $ADBE, $UBER, $CRM)
substack.com - Should Your Developer Company Go Open-Source
substack.com - Venture Capital Doesn't Exist
tanayj.com - Moats in the Age of AI
thebootstrappedfounder.com - Future of Software Building on Human-Generated Data
thestartupmanifesto.com - THE Startup Manifesto
wquist.com - What TAM should actually tell you
x.com - The Collapse Of Terminal Value - What Happens If AI Makes Every Moat Temporary
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
fsck.com - Superpowers 5
github.io - Building a Procedural Hex Map with Wave Function Collapse
The CRDT Dictionary: A Field Guide to Conflict-Free Replicated Data Types - Ian Duncan
Making Deep Learning go Brrrr From First Principles
minimaxir.com - Nano Banana can be prompt engineered for extremely nuanced AI image generation
Multi-armed bandits 20 lines of code that will beat AB testing every time
noelberry.ca - Making Video Games in 2025 (without an engine)
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
tiangolo.com - Concurrency and async await - FastAPI
unc.edu - <h1>Rob Pike's 5 Rules of Programming<h1>
variantsystems.io - Process-Based Concurrency Why BEAM and OTP Keep Being Right
Long reads for learning
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
asimov.press - A Visual Guide to DNA Sequencing
citriniresearch.com - THE 2028 GLOBAL INTELLIGENCE CRISIS
damninteresting.com - Dead Reckoning
danluu.com - What to learn
discovery.org - Metcalf’s Law and Legacy
gfrm.in - Why We Stopped Using the Mathematics That Works
On the Rationality of Deterring ASI — LessWrong
nateliason.com - De-Atomization is the Secret to Happiness
Nine-Things-I-Learned-in-Ninety-Years
scottsmitelli.com - You don't have to if you don't want to.
substack.com - Revisiting Minsky’s Society of Mind in 2025
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
thefuriousopposites.com - Grace Hopper's Revenge
worksinprogress.co - How the world's first electric grid was built - Works in Progress Magazine
writingsbyraykurzweil.com - the Law of Accelerating Returns. « the Kurzweil Library
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
substack.com - You Have More Time Than You Think — Here’s How I Found Mine
swinburne.edu.au - How to unshrink clothes
The Well-Lived Life
Bookmarks
bookmarks
broken links output
Clippings
a16z.com - There are only two paths left for software
aakashg.com - Evals are the new PRD. Here is the playbook with the CEO of the leader in the space (Ankur Goyal, Founder and CEO, Braintrust)
acm.org - From Distributed Intelligence to Verifiable Responsibility
aienablementinsider.com - What Accenture’s Acquisition of Faculty AI means for AI Enablement Services
alexop.dev - The Software Factory Why Your Team Will Never Work the Same Again alexop.dev
andros.dev - From zero to a RAG system successes and failures Andros Fenollosa
answer.ai - So where are all the AI apps
atomicobject.com - Product Design Is Changing in the World of AI and Agentic Tools
blog.google - 14 ways Googlers use AI to work smarter
bytebytego.com - How OpenAI Codex Works
colossus.com - Startup Punditry’s 25 Years of Failure
ddmckinnon.com - Show, Don’t Tell A Llama PM's guide to writing GenAI evals
figma.com - Vishal Kapoor’s 10 Rules for Building Honest Products with AI Figma Blog
hamel.dev - A Field Guide to Rapidly Improving AI Products – Hamel’s Blog - Hamel Husain
hbr.org - AI Doesn’t Reduce Work—It Intensifies It
hbr.org - To Drive AI Adoption, Build Your Team’s Product Management Skills
hbs.edu - Clay Christensen’s Milkshake Marketing Working Knowledge
huggingface.co - One Year Since the “DeepSeek Moment”
humanlayer.dev - Writing a good CLAUDE
invertedpassion.com - How does behavior change happen
jeffgothelf.com - You Can Quantify Cost. Here Are Four Ways to Measure Judgment.
kilo.ai - We Tested MiniMax M2.7 Against Claude Opus 4.6
logrocket.com - Thinking beats coding How to hire the right engineers in the AI era
mariozechner.at - Thoughts on slowing the fuck down
Memes
metr.org - We spent 2 hours working in the future
mironov.com - “...Which Translates Into...”
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
neilkakkar.com - How I’m Productive with Claude Code
ngrok.com - Lessons from my overly-introspective, self-improving coding agent
ngrok.com - Prompt caching 10x cheaper LLM tokens, but how
ngrok.com - Quantization from the ground up
ngrok.com - What those AI benchmark numbers mean
notesfromthecircus.com - Why I’m Betting Against the AGI Hype
posthog.com - 50 things we’ve learned about building successful products
rbefored.com - The First Wave of the AI Bubble Bursting My Predictions
redblobgames.com - Let’s write a search engine, part 1 of 2
regehr.org - Zero-Degree-of-Freedom LLM Coding using Executable Oracles
research.google - TurboQuant Redefining AI efficiency with extreme compression
ryannewso.me - The Cognitive Shift How AI Changed What I Think About as a Solo Dev
saastr.com - The Best AI Startups Do the Training For You. It’s On You to Make the Agent Awesome — Not Your Customers.
simonwillison.net - AI should help us produce better code - Agentic Engineering Patterns
skylarbpayne.com - If DSPy is So Great, Why Isn't Anyone Using It
stephenwolfram.com - What Is ChatGPT Doing … and Why Does It Work
substack.com - AI Won’t Replace Innovation
substack.com - TBM 410 Dancing With Problems
substack.com - TBM 411 Messy Docs As Helpful Pattern
substack.com - The Great Circle of Life
substack.com - Token Myth
substack.com - Why AI Analysis Gives You The Wrong Specific Answers
techworld-with-milan.com - You're Not Paid to Write Code
theengineeringtax.com - The Illusion of Speed Why AI Is Making Teams Faster—but Not Better
threadreaderapp.com - Thread by @drew_bent on Thread Reader App
todoist.com - The Ivy Lee Method Focus Better with This 100-Year-Old Strategy
x.com - Meet the Agents at USV Arthur, Ellie, Sally, and Friends
dailynotes
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2025-09-24-Wed
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2025-10-02-Thu
2025-10-02-Thu-Phil’s Mac mini
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2025-10-03-Fri
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2025-10-16-Thu
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2025-11-04-Tue
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2025-11-07-Fri
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2025-11-10-Mon
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2025-11-14-Fri
IT
Claude Code repeated instructions
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)
Inglewood
@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
Notes for Transition Ventures interview
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
A delicious cheese paste for Times of Lockdown
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
Phil Waymouth
Preparation for DeepMind OCEO role interviews
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
Claude Deep Research - The Daily Practice of Elite Program and Product Managers
Travel
Maidenhead to Paddington train strategy
Untitled
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
you.com - AI Use Case Discovery Whitepaper
GitHub
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