Loading video...

Video Failed to Load

Go Home

It doesn’t matter how fast your code is generated if the requirements are unclear. Shit in == shit out. That’s why we designed Software Factory as a discipline, not as a convenience tool. Our agents scrutinize your requirements and designs so that when you pass that context to a...

305,609 views • 8 months ago •via X (Twitter)

41 Comments

Chamath Palihapitiya's profile picture
Chamath Palihapitiya8 months ago

Measure twice, cut once…

Bryan Shankman's profile picture
Bryan Shankman8 months ago

I mean this with zero malice: if you’re a billionaire, why are you spending time working on an AI SaaS?

Chamath Palihapitiya's profile picture
Chamath Palihapitiya8 months ago

I like trying to help make useful things when I think they could matter. I think making a factory for people to use as we go through the AI revolution feels like one of those moments. Whether it will have been a good use of time will only be known after the fact…

Bryan Shankman's profile picture
Bryan Shankman8 months ago

Fair enough!

🧊 ICE MAXI 🧊's profile picture
🧊 ICE MAXI 🧊8 months ago

genuine question... what's stopping me from running gpt + gemini deep research on my requirements then feeding the security gaps to claude code? already paying $400/mo for these tools...why add another layer?

Chamath Palihapitiya's profile picture
Chamath Palihapitiya8 months ago

Nothing is stopping you. If it works for you, keep with it.

🧊 ICE MAXI 🧊's profile picture
🧊 ICE MAXI 🧊8 months ago

curious - where can i send you my decks ?

Davit's profile picture
Davit8 months ago

Planning is as critical as execution with coding agents. We found same insights for spec driven development. We built our own software factory for optimizing database software.

Adi Udupa's profile picture
Adi Udupa8 months ago

“Shit in, shit out” is true; but most requirements are unclear because teams avoid making tradeoffs.

Bruce Dando | Finance Transformation's profile picture
Bruce Dando | Finance Transformation8 months ago

How does this challenge the requirement when often the individual providing the requirement is unclear. Does this require a prompt engineer (middle man)? Replacing workers not completely with AI but with someone who knows how to use AI?

Chamath Palihapitiya's profile picture
Chamath Palihapitiya8 months ago

It allows many people to swarm the requirements phase so that knowledge quality goes up. We designed this to be used in a broad team.

Bruce Dando | Finance Transformation's profile picture
Bruce Dando | Finance Transformation8 months ago

I’ve got a project to test this on. Who do I talk to.

nick's profile picture
nick8 months ago

we've been saying 'shit in, shit out' for decades but finally having an agent with the spine to say it back to the stakeholders is the real productivity hack

RajUnfiltered's profile picture
RajUnfiltered8 months ago

Exactly bruhhh.... Speed doesn’t fix confusion. If requirements are fuzzy, faster code just means faster bugs... and the hard part of software was never typing code, it’s thinking clearly, agreeing on intent, and locking decisions before execution. Automation without clarity just scales mistakes...

WilcosX.eth's profile picture
WilcosX.eth8 months ago

curious how deep the scrutiny goes

Brion Hickey's profile picture
Brion Hickey8 months ago

@chamath have you guys discussed Ralph Wiggum Loop for the product ?

jason 💬's profile picture
jason 💬8 months ago

yeah my team once wasted three weeks debugging ai-generated code that perfectly executed the wrong idea

Pinecone's profile picture
Pinecone8 months ago

This seems cool! I spend most of my time writing and refining specs. Having at least a substantial portion of the architecture and code written and reviewed spec files is the only way I've been able to get consistently good results.

LovelaceHopeful's profile picture
LovelaceHopeful8 months ago

I still prefer the term GiGo

Matt Beebe's profile picture
Matt Beebe8 months ago

Ownership of generated code? Portability or platform lock-in? Price of tokens for planning and coding?

Erich's profile picture
Erich8 months ago

Cant this be created into a claude skill?

Catalin Pop's profile picture
Catalin Pop8 months ago

Any thoughts on making individual subscription? Startups?

033.eth's profile picture
033.eth8 months ago

is there significance to the number 8090?

Tung Nguyen's profile picture
Tung Nguyen8 months ago

Precisely. And this is the most underrated thing about prompting. We’ve been given ai tools with the promise that it can solve all our problems but we have limited training and know-how on using the tools optimally. Tools with built-in checks points and quality gates makes perfect sense to me. It’s always one step ahead in the pursuit of delivering actual value. The tool should know what I want to do and recognize I do not know how to arrive to the desired outcome. Ai should be curious about what the operator is trying to do. And make itself useful in solving the proposed problem. Much like how humans (some) are intrinsically curious and are problem solvers.

Doing Ain't Easy's profile picture
Doing Ain't Easy8 months ago

Good design something to look at market makers dark pools and prime lenders. Yiu know the racket. You've made enough. Liquid some assets for 2 generation and be a hero we all need. CAT System now!

arti's profile picture
arti8 months ago

Change the name to much overlap with @FactoryAI

Matt Cunningham's profile picture
Matt Cunningham8 months ago

You guys should build this as a wrapper around the coding cli tools like codex so that developers can use their credits to power these features.

Mike Dean's profile picture
Mike Dean8 months ago

I was hoping for an open source version tbh

Mentis 🇦🇺's profile picture
Mentis 🇦🇺8 months ago

Been saying this for twenty years. No amount of tooling fixes a bad spec.

Jeryd's profile picture
Jeryd8 months ago

Where is 8090.molt?

Life Alkemy's profile picture
Life Alkemy8 months ago

When do you think all the team sitting in offshore ODCs looking and handling all the SDLC of enterprise software code shall be downsized to single digit team members? I am just thinking on the lines when this kind of 100% automation seep in SDLC liberating teams holed up in desk 24x7, yeah sort of going mainstream for enterprise code

Brett Bringardner's profile picture
Brett Bringardner8 months ago

I have two favorite tee shirts. MicroTrash why are you still buying garbage ? And MicroCrap why are you still buying shit ?

Eddie's profile picture
Eddie8 months ago

so because your requirements are vague, you blame the code? sounds like you need better specs, not a magic tool. reality check: garbage in, garbage out.

Brendan Booth's profile picture
Brendan Booth8 months ago

AI didn’t eliminate the need for thinking - it made thinking the constraint. Faster code just amplifies whatever clarity (or confusion) exists upstream.

Daxesh's profile picture
Daxesh8 months ago

Treating software as a process rather than just a tool is the correct way to think about it.

Guo Jun's profile picture
Guo Jun8 months ago

Clear thinking first, code second.

Zoe Sterling's profile picture
Zoe Sterling8 months ago

me explaining my feature requirements: "make it good but like, you know what I mean" claude: *generates 47 different interpretations of "good"*

Bren's profile picture
Bren8 months ago

This can be done with a claude SKILL

Ali Mamak's profile picture
Ali Mamak8 months ago

Speed is cheap. Clarity is rare. Requirements are the contract between imagination and reality. If you cannot explain the outcome in plain language, you are shipping guesses. Code only amplifies whatever you asked for.

Karl Wirth's profile picture
Karl Wirth8 months ago

$200/person/month? SAAS? Do this with Git, $20/person/month Claude Code and @nimbalyst Claude Skills, Local, no lockin, open standards.

EJ's profile picture
EJ8 months ago

codex drop just mogged.

Related Videos

Bash is all you need! Which is why I'm introducing my holiday project: just-bash just-bash is a pretty complete implementation of bash in TypeScript designed to be used as a bash tool by AI agents. Because it turns out agents love exploring data via shell scripts, even beyond coding. It comes with grep, sed, awk and the 99th percentile features that an agent like Claude Code or Cursor would use. In fact, Claude Code can use it for secure bash execution. In the package - A bash-tool for AI SDK - A binary for use by yourself or your coding agents - An overlay filesystem to feed files to your agent securely - A Vercel Sandbox compatible API, so you can quickly upgrade to a real VM if you need to run binaries - An example AI agent that explores the just-bash code base using just-bash - I imported the Oils shell bash compatibility suite and just-bash passes a very good chunk What is interesting about this codebase: It was essentially entirely written by Opus 4.5. Coding agents love bash and they are good at reproducing it. They are also great at text-book recursive descent parsers and AST tweet-walk interpreters. That said, it is, like, a lot of code and I didn't read it all 😅. This is very much a hack, but it also seems to be _really_ useful. I haven't really found anything agents want to use that it doesn't support and it's fast and secure (caveats apply). It doesn't have write access to your computer and the filesystem is given a root that the agent cannot escape from. Find it at Related: Our recent blog post how we migrated our data analysis agent to bash tools and achieved incredible quality improvements The video shows the example agent investigating the just-bash code base

Malte Ubl

125,326 views • 10 months ago