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OpenAI vs. Anthropic: The Battle Lines Are Drawn

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Summary

OpenAI vs. Anthropic: The Battle Lines Are Drawn

Main Topics

  • Anthropic's Compute Deal: Partnership between Anthropic, XAI, and SpaceX for full access to the Colossus cluster
  • Claude Managed Agents: New cloud-based agent platform features
  • Competitive Landscape: Emerging battle lines between OpenAI and Anthropic
  • Developer Infrastructure: Two distinct battlefronts forming in AI development

Key Points

The Compute Deal

  • Anthropic secures all compute from SpaceX's Colossus cluster—a critical resource advantage
  • Addresses Anthropic's previous compute constraints that limited user access
  • Provides 2x increased usage limits for users with looser rate-limiting windows
  • Puts Anthropic "back in the race with OpenAI" on computational resources

Claude Managed Agents

  • Memory functionality for Claude-managed agents
  • Agent orchestration and outcomes features allowing agents to independently accomplish goals
  • Enables long-running, async agents suitable for team/enterprise use
  • Cloud-based scalability solving infrastructure complexity
  • Differentiator: OpenAI currently lacks a cloud version of their agents SDK

Emerging Competitive Battlefronts

  • First front: Individual developer work environments (Claude Code, Cursor, Codex as "work operating systems")
  • Second front: Team-based, cloud-deployed agent infrastructure (where the real differentiation is forming)

Anthropic's Competitive Advantages

  • Best-in-class agent orchestration thinking and implementation
  • Strong team expertise (e.g., Daisy, who created agent orchestration systems)
  • Thoughtful about efficiency (avoiding wasteful token usage in multi-agent scenarios)
  • Focus on reliability and consistent infrastructure—"getting 90% there is easy, having it work all the time is insane"

Notable Quotes

> "The operative word is all of the compute."

> "If you're doing work on your computer, you're going to do it in one of Claude Code or Cowork or Codex. And that's your work operating system for you and a model to be working together."

> "The most valuable thing is really something that's reliable because getting 90% there is easy. But having it do it all the time [is what matters]."

> "Managed agents is actually probably a bigger deal than you might think."

Takeaways

  • Compute is no longer a bottleneck for Anthropic—the SpaceX deal is strategically significant for meeting demand and reopening feature access
  • Cloud Managed Agents are the "sneaky" play—while not as flashy as anticipated releases, this infrastructure solution addresses real enterprise pain points
  • Infrastructure reliability trumps cutting-edge features—Anthropic's focus on making things "just work" reliably is a competitive differentiator
  • Multi-layered competition forming—The AI market is splitting into developer tools (Claude Code) and enterprise agent infrastructure (Managed Agents), requiring different solutions
  • Expect significant developments—Cloud Managed Agents and agent orchestration patterns will be major topics over the coming months and years as the technology matures
Full transcript 1666 words · 8 min read
0:00

SPEAKER_01

So we are here at Code with Claude. I'm here with Kieran, GM of Quora and father of Compound Engineering. And we've been here all day. Anthropics, big developer conference. It's always a good time. We have got a lot of updates for you from the conference. Everything that we saw, everything that we heard, everything that we didn't hear. We even did a little bit of a food review. So we'll get you some of the spicy takes that you're looking for. The big news from today is that Anthropic did a deal with XAI and SpaceX to basically take all of the compute in SpaceX's Colossus cluster. Which is really interesting because the operative word is all of the compute.

0:55

SPEAKER_01

It's called the Colossus cluster for a reason. And it's been one of those things where I think if you've been an Anthropic fan for the last year, as we have, you started to feel that as people caught on with the Claude code movement, they've been really compute constrained. And they've done a lot of stuff where it's like they banned you from using your Claude subscription with OpenClaw. Just stuff that made it rankle people a little bit. And this seems like a move that will allow them to meet the demand that they're seeing and open things up in a new way, which I'm really excited about.

1:29

SPEAKER_00

Yeah. So everyone gets 2x their usage limits. Yeah. And there's no like the windows are a little bit more loose, which is great because the worst thing is starting your Claude session and then you're almost there or you're over your limit. So this is very, very cool. It might sound boring, but if you actually use the tools, this is great. Yeah. This is the best.

1:50

SPEAKER_01

Yeah. When I step back and think about, okay, what did they actually launch today? The biggest thing that they launched is a new Claude managed, a set of new features for Claude managed agents, which is their cloud agent platform. So they launched memory for Claude managed agents. They launched agent orchestration and outcomes. So you basically can give the agent an outcome and it goes and accomplishes that and comes back only when it's done. And to be honest, I was thinking like there's not anything where it's like, holy shit, they launched mythos or whatever.

2:26

SPEAKER_00

We were hoping. Yeah. We were waiting. We were waiting for mythos. Yeah.

2:30

SPEAKER_01

But you made a really interesting point, which is sometimes there are sneaky things where it maybe doesn't seem like a big deal at the time, but it is actually a big deal. And I think if I had to put my finger on one of those things, the battle lines between OpenAI and Anthropic and all these other model companies are becoming a little bit more clear where there's a very clear moment happening where if you're doing work on your computer, you're going to do it in one of Claude code or cowork or codex. And that's your work operating system for you and a model to be working together.

3:07

SPEAKER_01

And then there's this other parallel battlefront starting to happen for where and how you provision and build agents that are meant to be long running in async and probably used by a team, something like open clause, but for. But actually work. Yeah. But actually work. This is the spicy takes that we have here for. And so cloud managed agents is that. So if you want to build an agent that exists in the cloud, that serves lots of requests, that's really scalable, that's their solution. I think, you know, for us, we've been thinking about how do we do this? And it feels like you have to reinvent the wheel a lot. [SPEAKER_00] Yeah. And so managed agents is doing that.

3:54

SPEAKER_01

And I think OpenAI does not have that yet. They have the agents SDK, but they don't have a cloud version. And I assume that's coming. So the battle fronts are starting to form. And so managed agents is actually probably a bigger deal than you might think.

4:07

SPEAKER_00

Yeah. Like whenever cloud code came out, it was cool. And we didn't think much.

4:12

SPEAKER_01

We thought we were like, holy shit.

4:14

SPEAKER_00

We were like, holy shit.

4:15

SPEAKER_01

We were the only people. Yes. Yes. Yes. There were some people that were thinking that.

4:20

SPEAKER_00

And I feel with this, it could be very big. And also when something new is introduced, I'm asking myself, why do I use this? Or what does it solve? Or when do I use it? And using this, you'll figure out, we'll figure out and we'll see where it's powerful. But we know this is painful. Infrastructure is very hard to do. And all these primitives, if it just works, it's very, very good. And also I think Anthropic is the best at agent orchestration. So having them solve this is great. And bringing in everything like the agent team work or all of that stuff, the multi-agent thinking inside a harness is very interesting.

5:04

SPEAKER_00

And I think it's standing still and saying, okay, we have all these things. We have it work pretty well. We have these abstractions of outcomes. And they present it to the world. And they're like, okay, now everyone come together, figure out what you need to take from it, how you build your things with this. And they cannot release it without people using it and giving feedback. So this is the first step, which is it's out there. People can start using it and now we'll figure out what we'll do with it. I feel it's the beginning of something potentially very exciting. Do you have something exciting that you want to do with it? Yeah.

5:46

SPEAKER_00

So I'm asking myself the question, like, why wouldn't I run this on my Mac Mini? [SPEAKER_01] And by this, you mean a managed agent? Yeah.

5:55

SPEAKER_01

[SPEAKER_00] Managed agents.

5:57

SPEAKER_00

But what I do think is if you have an agent that just runs and is reliable, it can be so valuable and a Mac Mini going down is not something you can actually have happen in a bigger company. So I think just the reliability, even though it sounds very boring. Scalability. Scalability. Just it working is insane. If the models do the work always and the infrastructure always works, you just have something that's reliable. And the most valuable thing is really something that's reliable because getting 90% there is easy. But having it do it all the time. And I very strongly feel this team is very good at that. So I would use it immediately. Yeah, because it's coming from here.

6:28

SPEAKER_00

[SPEAKER_01] You said that they're the best at agent orchestration. [SPEAKER_01] What do you mean by that? Yeah. I think first of all, they think the furthest along with this. So they have this idea of dispatch in co-work and cloud code, which is you talk to an agent and that agent orchestrates other things. So you can say, hey, start five cloud codes.

6:46

SPEAKER_01

[SPEAKER_00] And it's a paradigm I think is going to get really big this year where you talk with one agent that will then spin up all the other agents for you. [SPEAKER_00] And you have agent teams as well in cloud and they start to talk to each other.

6:49

SPEAKER_00

You have multi agents in there as well. And I think they're the only company that actually sees this and does it and also doesn't do it because there are swarms that you can do that sometimes waste a lot of tokens for certain tasks. But they have the people here that think about it. Like Daisy, for example, presented today and she created that system and she's here at Anthropic. So the people that think the furthest are also here. So I just trust them. I know others will do this too. But I know they're ahead. So I feel that's a good indication. Yeah.

7:36

SPEAKER_00

[SPEAKER_01] So I know that people are here waiting for the most important part of this on the ground vibe check, which is the food review. [SPEAKER_01] Yes. [SPEAKER_01] There was we both had the teriyaki glazed salmon bowl and there seemed to be no teriyaki. [SPEAKER_01] So there are definitely points for it felt healthy to me. That's why. Yeah. [SPEAKER_01] The kind of thing that I had like it had whole grains and salad and whatever. [SPEAKER_01] And so I think points. [SPEAKER_01] Yeah. [SPEAKER_01] So points for that. [SPEAKER_01] But the teriyaki was missing.

8:09

SPEAKER_01

So, I think if I had to rank in terms of developer conferences, I would put this above Build. At Build. I think I had one of those turkey sandwiches with saran wrap on it. But it's still in the middle of the pack for developer conferences. But we'll be back. We will be here on the ground at all of these kinds of events giving you the updates that you need.

8:33

SPEAKER_00

[SPEAKER_01] So if I just summarize the most important things from today, the compute deal, that's a huge deal that puts them right back in the race with OpenAI. [SPEAKER_01] Cloud manage agents. [SPEAKER_01] Sneaky, sneaky, important.

8:35

SPEAKER_01

Some new features there, but just generally that idea is sneaky, important. And it seems like something that we're going to be talking a lot about over the next couple of months and years. And so I think points. Yeah. So points points for that. But the teriyaki was missing. So, you know, I think if I had to rank in terms of developer conferences, I would put this above build. At build. I think I had like a, you know, one of those turkey sandwiches with the saran with the saran wrap on it. But it's it's still kind of like middle of the pack for for developer conferences. But we're we'll we'll be we'll be back.

9:12

SPEAKER_01

We we will we will be as always here on the ground at at all of these kinds of events giving you the the the updates that you need. So. So. So if if if if I just summarize the most important things from today compute deal, that's a huge deal that that puts them right back in the race with open AI. Cloud manage agents. Sneaky, sneaky, important. Some new features there, but just generally that idea is sneaky, important. And it seems like something that we're going to be talking a lot about over the next couple of months and years.

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