Garry Tan

Garry Tan

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President & CEO @ycombinator —Founder @Initialized—designer/engineer who helps founders—SF Dem accelerating the boom loop—haters not allowed in my sauna

Real-Time User Feedback Drives Instant Feature Updates
SocialMar 27, 2026

Real-Time User Feedback Drives Instant Feature Updates

I am proud to publish my personal stack but the coolest thing I have enjoyed so far is getting direct feedback from thousands of others who tell me what they want And I can launch a fix that same day. Or...

By Garry Tan
BART Hides Equity Consultant Fees Behind Fare Enforcement Claims
SocialMar 27, 2026

BART Hides Equity Consultant Fees Behind Fare Enforcement Claims

BART is claims they always took fare enforcement seriously. Why won't they respond to kane's public records request asking them how much they paid equity consultants to argue it didn't matter (and had "detrimental effects on the community")? https://t.co/wAHE5AYPf5

By Garry Tan
How to Escalate Comcast Business Outages Efficiently
SocialMar 26, 2026

How to Escalate Comcast Business Outages Efficiently

🦇 SF @garrytan bat signal engaged Comcast Business is down again at your office? Step 1: Call their dedicated business line 1-800-391-3000. Step 2: Demand a ticket number. Step 3: Escalate to retention.

By Garry Tan
Gstack Now Available in Claude Code Distribution
SocialMar 26, 2026

Gstack Now Available in Claude Code Distribution

I guess gstack is now in distribution in Claude Code You can just open a blank window and say install gstack and it works now https://t.co/w4ERSXrjFC

By Garry Tan
JPM100 Attendees Live‑Launch New Open‑Source AI Framework
SocialMar 26, 2026

JPM100 Attendees Live‑Launch New Open‑Source AI Framework

I wonder how many other attendees at JPM100 at Big Sky Montana today are live-launching new version of their open source AI agentic framework https://t.co/J4AJTbyCdd

By Garry Tan
Smart Defaults Automate GStack, Accelerating Deployment Speed
SocialMar 26, 2026

Smart Defaults Automate GStack, Accelerating Deployment Speed

I'm improving the /land-and-deploy skill in GStack and I am amazed that this is going to work I recommend most GStack users get the hang of /plan-eng-review and other plan skills, but once you get it and get sick of so...

By Garry Tan
Asset‑Seizing Forces Oppose Job‑Creating Datacenters
SocialMar 25, 2026

Asset‑Seizing Forces Oppose Job‑Creating Datacenters

Datacenters create jobs and prosperity Is it a surprise that the forces that want to seize all assets also want to stop building all datacenters? https://t.co/d4JVZfWDLu

By Garry Tan
IPhone Should Be Open, Not a Walled Garden
SocialMar 25, 2026

IPhone Should Be Open, Not a Walled Garden

If I could wave a magic wand to bring the future into the present faster, iPhone would become an open platform with open APIs and real consumer choice instead of a walled garden that is increasingly behind the times like...

By Garry Tan
Custom AI Tools Automate Reviews, Boost Reliability
SocialMar 25, 2026

Custom AI Tools Automate Reviews, Boost Reliability

Building your own tools like GStack is an amazing experience. You come up with something you think might work and then two days later it replaces what you were doing before. Instead of /plan-ceo-review and /plan-eng-review sequentially, I find myself using...

By Garry Tan
Testing 20 Workers Forces Local Postgres Max_connections Scaling
SocialMar 25, 2026

Testing 20 Workers Forces Local Postgres Max_connections Scaling

I've scaled app servers, I've scaled HAProxy, I've scaled Postgres replica dbs, I've scaled job servers Never until today have I had to scale my local max_connections for Postgres but once you run 20 simultaneous workers doing full tests, now I...

By Garry Tan
Latent Space Is Powerful, Not Just Simple Prompts
SocialMar 25, 2026

Latent Space Is Powerful, Not Just Simple Prompts

Latent space is amazing, and "it's just prompts" is a lie Also I'm giving it away for free, so if you want, I can pay you back what you paid me.

By Garry Tan
Aiming for 90× Code Output, Already 13× in 80 Days
SocialMar 24, 2026

Aiming for 90× Code Output, Already 13× in 80 Days

I am literally tracking to create more 90X the code output I did in 2013 In 80 days I’ve done about 13X already

By Garry Tan
YC W26 Sets Record: 3× $1M Startups, 14%
SocialMar 24, 2026

YC W26 Sets Record: 3× $1M Startups, 14%

YC Demo Day for W26 is in full swing The craziest stat: 3X more companies in this batch reached $1M annualized revenue than W25 Also crazy: the fastest revenue growth rate of YC history at 14% week on week growth *on average*...

By Garry Tan
GStack Streamlines Massive Legacy Codebase Integration
SocialMar 24, 2026

GStack Streamlines Massive Legacy Codebase Integration

Just created my first PR into the Y Combinator codebase (1.84M lines of code total, this PR was 2400 lines) I got the YC internal/bookface codebase to run natively in @conductor_build - and it was hairy since it's a gargantuan...

By Garry Tan
10 PR Bug Fixes and CI Test Refactor Improve Stability
SocialMar 24, 2026

10 PR Bug Fixes and CI Test Refactor Improve Stability

Cooking with GStack today. I just dropped 10 PR bug fixes from the community plus a big refactor of E2E CI tests, which should help stability overall. https://t.co/xJDTIpixTy

By Garry Tan
GStack: Accelerate Software Projects and Build Faster
SocialMar 23, 2026

GStack: Accelerate Software Projects and Build Faster

I released GStack 2 weeks ago and we're still growing I made it because I was realizing: every software engineering project is changing. How could I accelerate the way I saw @steipete accelerate? GStack is my gift to everyone who wants...

By Garry Tan
Infrastructure Flaws Outpace Code Bugs in Hacks
SocialMar 23, 2026

Infrastructure Flaws Outpace Code Bugs in Hacks

I just shipped /cso v2 based on feedback I got on X from 24 hours ago when I dropped /cso v1 in GStack It's true - you're much more likely to get hacked via infra attack surface than code bugs (remember hire...

By Garry Tan
Open‑source AWS Alternative Promises Massive Cloud Cost Savings
SocialMar 23, 2026

Open‑source AWS Alternative Promises Massive Cloud Cost Savings

Ubicloud is building the open source alternative to AWS and it's unbelievable what that means for running compute in the cloud Imagine this savings for every bit of your cloud spend. It's going to be marvelous. @UbicloudHQ https://t.co/LUrNXgpnYW

By Garry Tan
GStack Delivers Daily AI-Powered Coding Feature Updates
SocialMar 23, 2026

GStack Delivers Daily AI-Powered Coding Feature Updates

GStack is your personal AI coding toolkit, I'm dropping multiple new features per day right now

By Garry Tan
GStack Relies on Codex for Every Code Review
SocialMar 23, 2026

GStack Relies on Codex for Every Code Review

GStack actually will use Codex for code and plan reviews and I use it 100% of the time now

By Garry Tan
Unlock Value by Unleashing Tokens with Frontier Models
SocialMar 22, 2026

Unlock Value by Unleashing Tokens with Frontier Models

Oh this is probably an under-rated part of what is happening. You have to let the tokens rip. The magic happens because you use the frontier model and you have to be doing things that have economic value such that...

By Garry Tan
GStack Offers Just a Fraction of YC Batch Intensity
SocialMar 22, 2026

GStack Offers Just a Fraction of YC Batch Intensity

GStack is only 10% power of what it's like to actually come and go through a Y Combinator batch

By Garry Tan
Made GStack Office Hours Tougher After Feedback
SocialMar 21, 2026

Made GStack Office Hours Tougher After Feedback

Chinese Twitter said that /office-hours in gstack was not hard enough on founders, so I made them harder https://t.co/gBNbhtzPAw

By Garry Tan
Building Gstack as the New Claude for Chrome
SocialMar 21, 2026

Building Gstack as the New Claude for Chrome

I guess I am basically building gstack into what Claude in Chrome MCP was supposed to be https://t.co/tuRwixFRbu

By Garry Tan
1M‑Token Opus 4.6 Eliminates Context Limits
SocialMar 21, 2026

1M‑Token Opus 4.6 Eliminates Context Limits

I underestimated how powerful Opus 4.6 with 1M tokens is. Even last year we were absolutely hitting context limit problems constantly. 1M tokens means you can do much more complex analysis entirely in context. Claude Code is so much better....

By Garry Tan
Blend Proven Practices, New Trends, and First Principles
SocialMar 21, 2026

Blend Proven Practices, New Trends, and First Principles

Here's a preview of the kind of builder ethos I'm going to keep building into GStack. I was trying to do parallelization of my E2E testing framework (we use Bun to wrap Claude, Codex, etc. for specific end to end...

By Garry Tan
From Coding to Voice‑controlled Mega‑control Panels
SocialMar 20, 2026

From Coding to Voice‑controlled Mega‑control Panels

/plan-ceo-mode in GStack can do this "zoom out" trick for any thing your codebase already does. Soon my /browse skill will not just be just a Playwright wrapper but one where my Claude Code will be able to do real...

By Garry Tan
Monetize Services, Not Raw Markdown, for Dev Tools
SocialMar 20, 2026

Monetize Services, Not Raw Markdown, for Dev Tools

For agentic systems founders and dev tools founders: People do not want to pay for raw markdown and they shouldn't have to. But they may pay for orchestration, hosting, updates, collaboration, portability, analytics, and managed execution. These can be great...

By Garry Tan
Fare Gates Cut Transit Crime
SocialMar 20, 2026

Fare Gates Cut Transit Crime

Fare gates are the easiest way to reduce crime on public transit. After BART installed gates, violent crime dropped 36%. Overall crime dropped 41%. NYC got the same result in 1990. Enforcement, not hand-wringing about "root causes," works. https://t.co/bh2lDWF8jA

By Garry Tan
GStack Adds Windows Support, Falls Back to Node.js
SocialMar 20, 2026

GStack Adds Windows Support, Falls Back to Node.js

GStack just shipped Windows support. Thanks to all my Windows users for bearing with us. There was a Bun runtime error on Windows and now it falls back to Node.js. Big thanks to the GStack contributor community - sorry it...

By Garry Tan
GStack: Free Open‑Source Platform with Daily Feature Updates
SocialMar 20, 2026

GStack: Free Open‑Source Platform with Daily Feature Updates

Hacker News on GStack - try it it's free and open source and I'm shipping new features every day for it https://lnkd.in/gDJRzGNr

By Garry Tan
Read Claude's Thinking Traces to Guide Its Output
SocialMar 20, 2026

Read Claude's Thinking Traces to Guide Its Output

This is amazing, I have my own experimental mode now in @conductor_build: Expand all tool calls One of the weirder things I realize most people don't do that I do: I read all the thinking traces of Claude Code and it...

By Garry Tan
New Codex Skill Boosts Bug Detection and Design
SocialMar 19, 2026

New Codex Skill Boosts Bug Detection and Design

I added a /codex skill that does plan and code review in Claude Code and it has found so many more bugs and helped with far more elegant architectural designs And tomorrow I will launch native Codex support so you can...

By Garry Tan
Codex Delivers Rapid Code Reviews, Outshines Claude Conversationally
SocialMar 19, 2026

Codex Delivers Rapid Code Reviews, Outshines Claude Conversationally

I was at the YC Spring 2026 kickoff social tonight and founders were asking me for Codex code review / plan review support, so I came home and shipped it same night And they're right, Codex is the amazing genius friend,...

By Garry Tan
Boost Productivity with Codex Code Reviews and Chrome Fallback
SocialMar 19, 2026

Boost Productivity with Codex Code Reviews and Chrome Fallback

Two more gstack skills in the next 24 hrs: 1/ Using Codex as your brilliant near-non-verbal code review buddy who gets called in when you need the extra brain power 2/ If /browse gets stuck, we go from headless browser to Chrome...

By Garry Tan
Paid Tutorials Now Exist for GStack on Maven
SocialMar 19, 2026

Paid Tutorials Now Exist for GStack on Maven

OMG someone is charging money to teach people how to use GStack on Maven https://t.co/wNQdGrSLDq

By Garry Tan
Announcing BASED Act: Push for Fair Open Markets
SocialMar 18, 2026

Announcing BASED Act: Push for Fair Open Markets

Now announcing the BASED Act at YC with State Senator Scott Wiener We need open platforms and open markets. We need markets that are fair for all founders. We are not asking for a leg up. We are asking for a...

By Garry Tan
Incumbents Call AI Startup Agents Parasites, Data Belongs to Users
SocialMar 18, 2026

Incumbents Call AI Startup Agents Parasites, Data Belongs to Users

Recent earnings call, Aneel Bhusri of Workday says startups with AI agents are "parasites" This is what system of record incumbents really think of startups. The war is just beginning. The facts: the user data belongs to the users, not...

By Garry Tan
Launch of GStack Office-Hours Skill Mimics YC Guidance
SocialMar 18, 2026

Launch of GStack Office-Hours Skill Mimics YC Guidance

I just launched /office-hours skill with gstack. Working on a new idea? GStack will help you think about it the way we do at YC. (It's only a 10% strength version of what a real YC partner can do for...

By Garry Tan
Diagram Requests in Reviews Eliminate 90% of Bugs
SocialMar 18, 2026

Diagram Requests in Reviews Eliminate 90% of Bugs

/plan-ceo-review and /plan-eng-review skills basically gets you 90% of the way to done most of the time the secret in plan-eng-review is that you can always ask for a diagram, and the act of creating the diagram (user flow, data flow,...

By Garry Tan
Data‑Driven Agents Power Accurate Automated File Search
SocialMar 18, 2026

Data‑Driven Agents Power Accurate Automated File Search

You can build an agent but it is blind without data. The founders of @RunCaptainRAG applied their NLP research in their startup to create automated file search. Really accurate results within Garry's List. Here they are at the YC MV...

By Garry Tan
GStack Automates Role‑specific Review Tracking for Startups
SocialMar 17, 2026

GStack Automates Role‑specific Review Tracking for Startups

New innovation: Just as at a well-run startup, there are CEO, engineering manager and design reviews, GStack now helps you keep track of what reviews are run, figures out what is appropriate (e.g. CEO doesn't have to look at infra...

By Garry Tan
Upgrade Gstack in Claude Code with Simple /Gstack-Upgrade
SocialMar 16, 2026

Upgrade Gstack in Claude Code with Simple /Gstack-Upgrade

Upgrading your gstack setup in Claude Code is now as easy as just calling /gstack-upgrade. "Markdown as code" in action https://t.co/KdLt6hIMCO

By Garry Tan
AI Promises an Amazing Future, yet Underappreciated
SocialMar 15, 2026

AI Promises an Amazing Future, yet Underappreciated

AI is going to create a truly amazing future, but very few people really think that ... yet

By Garry Tan
Claude Code Delivers “I Know Kung Fu” Moments
SocialMar 15, 2026

Claude Code Delivers “I Know Kung Fu” Moments

The really crazy thing about language as code is that it's just about passing the right info to the right agent at the right time, even across workspace boundaries I'm having the time of my life developing https://lnkd.in/gDJRzGNr <-- if...

By Garry Tan
LLM Evaluations Enable Consistently Better Agentic Systems
SocialMar 15, 2026

LLM Evaluations Enable Consistently Better Agentic Systems

Full evals system coming to GStack shortly. LLM evals are the only way you can make fully agentic systems that are repeatably better as you improve the workflow, context engineering and prompts.

By Garry Tan
AI
SocialMar 14, 2026

AI

AI requires high IQ right now to get the most out of it But will that be true in 10 years? Or even next year?

By Garry Tan
NY AI Ban Shields Cartel, Ignoring Uninsured Crisis
SocialMar 14, 2026

NY AI Ban Shields Cartel, Ignoring Uninsured Crisis

New York wants to ban AI that outscores doctors on medical exams. Over 900,000 New Yorkers have no insurance. 92% of low-income legal problems go unaddressed. Anti-AI NY bill S7263 isn't consumer protection. It's cartel protection. https://t.co/e9BdWuvvUB

By Garry Tan
GPT-5.4 Solves Two-Decade AI‑impossible Polish Math Puzzle
SocialMar 14, 2026

GPT-5.4 Solves Two-Decade AI‑impossible Polish Math Puzzle

A Polish mathematician spent 20 years building a problem he said no AI could solve. GPT-5.4 cracked it on run 11. https://t.co/ORmXbqZrVQ

By Garry Tan