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A visualization on how Anthropic's new Scion source control works Made with Claude Opus 5.5

76,595 views • 3 days ago •via X (Twitter)

46 Comments

Kapish | AI, Actually's profile picture
Kapish | AI, Actually2 days ago

@AnthropicAI @claudeai 2,500 to 30,000 merges a day is 12x, and the bottleneck moving to source control is the real story. does your visualization show where the humans still sit in that loop?

DreW's profile picture
DreW2 days ago

@AnthropicAI @claudeai It’s a visual of Scion and how it works more than the working loop

Oscar Rolon's profile picture
Oscar Rolon2 days ago

@AnthropicAI @claudeai makes sense that the dev tools need to catch up too. generating more code puts more pressure on builds, merges and debugging. those are engineering problems worth talking about.

DreW's profile picture
DreW2 days ago

@AnthropicAI @claudeai for sure!

Alban Oπ's profile picture
Alban Oπ2 days ago

@AnthropicAI @claudeai Genuine questions, I'm no version control expert: isn't this exactly how SVN worked? And isn't it still how Mercurial works?

DreW's profile picture
DreW2 days ago

@AnthropicAI @claudeai If it ain’t broke don’t fix it I guess 👏

BreezeOg's profile picture
BreezeOg2 days ago

@AnthropicAI @claudeai anthropic building its own source control is a flex

DreW's profile picture
DreW2 days ago

@AnthropicAI @claudeai Massive flex 💪

Jofre Monzonís's profile picture
Jofre Monzonís2 days ago

@AnthropicAI @claudeai Here's my version, also made with @claudeai Opus 5.5

DreW's profile picture
DreW2 days ago

@AnthropicAI @claudeai not bad not bad

shoa's profile picture
shoa2 days ago

@AnthropicAI @claudeai way better than the post lol

DreW's profile picture
DreW2 days ago

@AnthropicAI @claudeai yeah thought a visual explainer would be much easier to digest, thank you!

Hassan's profile picture
Hassan2 days ago

@AnthropicAI @claudeai Prompt

DreW's profile picture
DreW2 days ago

@AnthropicAI @claudeai This wasn’t a one shot

Zain Javed's profile picture
Zain Javed2 days ago

@sudoosama @AnthropicAI @claudeai Share the whole chat

Hassan's profile picture
Hassan1 day ago

@devteamdrew @AnthropicAI @claudeai Josh telling people to 'just prompt it yourself' is like telling someone to cook when they asked for the recipe. Bro thinks sharing is a weakness 💀

GaTitor2091's profile picture
GaTitor20912 days ago

@AnthropicAI @claudeai “Whole history” is a stretch, you can clone with depth=1

DreW's profile picture
DreW2 days ago

@AnthropicAI @claudeai This is true but for the sake of helping the average dude understand, whole history makes more sense. Appreciate the input!😊

Smobius's profile picture
Smobius2 days ago

@AnthropicAI @claudeai God we are going full circle, I hate it. Keep your repos small enough to make a clone in seconds. Yikes.

DreW's profile picture
DreW2 days ago

@AnthropicAI @claudeai I mean even Google uses a monorepo 🤔

Smobius's profile picture
Smobius2 days ago

@AnthropicAI @claudeai Yes, and for google something like this makes sense. But most people are not google. Honestly if you have this much code there are other things that might be worth looking into.

Alienigena — e/acc's profile picture
Alienigena — e/acc2 days ago

@AnthropicAI @claudeai This is awesome!

DreW's profile picture
DreW2 days ago

@AnthropicAI @claudeai glad you like it!

Alienigena — e/acc's profile picture
Alienigena — e/acc2 days ago

@AnthropicAI @claudeai 🙌☺️

Daniel Zambrini's profile picture
Daniel Zambrini2 days ago

@AnthropicAI @claudeai That 2,500 to 30,000 merges stack is such a good visual!!

DreW's profile picture
DreW2 days ago

@AnthropicAI @claudeai Glad you like it!

Barney's Speed Shop's profile picture
Barney's Speed Shop2 days ago

@AnthropicAI @claudeai Hmm. So we took a system intentionally designed to be decentralized, replaced independent repositories with server-side operations, and called the resulting dependency an improvement? I get the scalability argument, but isn't that quite an architectural regression in resilience?

DreW's profile picture
DreW2 days ago

@AnthropicAI @claudeai I think the games a little different when there’s thousands of agents working in a repo

alex's profile picture
alex2 days ago

@AnthropicAI @claudeai SVN?

DreW's profile picture
DreW2 days ago

@AnthropicAI @claudeai Apache Subversion (known as SVN)

Eric Sans's profile picture
Eric Sans2 days ago

@AnthropicAI @claudeai Cool video :)

DreW's profile picture
DreW2 days ago

@AnthropicAI @claudeai Thanks man :)

Imran Hossen's profile picture
Imran Hossen2 days ago

@AnthropicAI @claudeai really

DreW's profile picture
DreW2 days ago

@AnthropicAI @claudeai really?

Moffat Studio's profile picture
Moffat Studio3 days ago

@AnthropicAI @claudeai Damn this is kinda cool

DreW's profile picture
DreW3 days ago

@AnthropicAI @claudeai Thanks dude!

Uddhav Dave's profile picture
Uddhav Dave2 days ago

@AnthropicAI @claudeai why did it take 7 and not 1 person? Id like to know what those folks did.

Marcelo Carmona's profile picture
Marcelo Carmona2 days ago

@AnthropicAI @claudeai What did you use? this was a one shot?

DreW's profile picture
DreW2 days ago

@AnthropicAI @claudeai Claude Code, and not one shot haha

dave's profile picture
dave2 days ago

@carmonamarcelo @AnthropicAI @claudeai Do you mind sharing how you prompted for this kind of video and visuals?

DreW's profile picture
DreW2 days ago

@carmonamarcelo @AnthropicAI @claudeai a lot of the prompting is minor adjustments and tweaks rather than just letting the model decide what looks good

Josh McNally's profile picture
Josh McNally2 days ago

@AnthropicAI @claudeai That's actually crazy that they've had to build their own equivalent, can you image? Their internal model must be a monster lmao

DreW's profile picture
DreW2 days ago

@AnthropicAI @claudeai They're probably on Claude 7 by now

Josh McNally's profile picture
Josh McNally2 days ago

@AnthropicAI @claudeai I wonder if they would have released Fable 5.5 yet (and Opus 6??) if any of GPT/Gemini/Grok had released anything even vaguely competitive LOL

Andriy Viy's profile picture
Andriy Viy2 days ago

@AnthropicAI @claudeai Ok now haw to understand and learn to use “git” again, but in vibecoding era 😂

Pi Chi's profile picture
Pi Chi2 days ago

@AnthropicAI @claudeai Good explanation. Now I know that I don't want this.

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