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Claude.ai unavailable and elevated errors on the API

status.claude.com

201–210 of 277 posts

Re: Claude.ai unavailable and elevated errors on the API

#201

Earlier quoted context omitted.

If you are paying API rates (not using Max subscriptions) there's no reason to use Anthropic's API directly, the same models are hosted by both AWS and Google with better uptime than Anthropic.

How do things like prompt caching etc play into that? Would I theoretically have a more stable harness backing my usage? Im seriously over the current claude experience. After seemingly fixing my 4.6 usage by disabling adaptive thinking and moving to max effort, it seems that the release of 4.7 has broken that workflow and Im 99% certain that disabling adaptive thinking does nothing even on 4.6 now. Just egregious er…

you can use claude code with these other providers

Re: Claude.ai unavailable and elevated errors on the API

#202

Hug ops to everyone involved in these outages and trying to maintain uptime. But glad my team is staying nimble and has multi-model (Anthropic, Codex, Gemini), multi-modal (desktop, CLI/TUI, web) dev tooling. As our actual coding skills collectively atrophy, we'll either need to switch tools or go for a walk when the LLM is down. In the cloud era I advised against a multi-cloud strategy, as the effort to impact just…

Tbh, even if your code skills don’t atrophy, you can still use outage events like this or AWS being down etc to just make up an excuse to go for a walk.

Re: Claude.ai unavailable and elevated errors on the API

#203

Earlier quoted context omitted.

It's not that simple. API is still up and there are multiple API providers. https://openrouter.ai/anthropic/claude-opus-4.7

I don't think there are many other companies serving Claude.

At least Google, Amazon, and Microsoft. What more do you want?

Re: Claude.ai unavailable and elevated errors on the API

#204
post #39
post #14

More than by the downtime I am much more surprised by the actual uptime. Hard to imagine how difficult this must be, given the speed of growth.

Truly! As someone who's worked with HPC and GPUs in a scientific research context, trying to get a service like this to work reliably is a different ballgame to your usual webapp stack...

Just ask Claude and some agents to fix it...

Re: Claude.ai unavailable and elevated errors on the API

#205

Earlier quoted context omitted.

Have you guys considered running your own local models? 200k a month is a ton of money and puts all your eggs in one basket. Or is it easier to just be able to run away from it all if you are done with it or something changes?

I led the team that did the math and analysis for determining our direction in selecting Anthropic. We initially assumed this was where we would end up, but after some investment exploring our options we found it not worth the trouble. Local models sound great until you realize you dont get alot of the features that we implicitly expect from hosted models. Many things would require additional investment into the oper…

I don't blame you. I personally would consider revisiting it in the next month or so. A lot of people are saying some of these smaller models like qwen 3.6 are basically at Claude sonnet performance if not better.

That level of hardware, if the performance was enough is a much smaller investment and gamble.

Either way I understand the decision. Your product isn't in locally hosted LLMs, why fuss. That said I see 1 million plus in external spend I start wondering about the options. Not saying you did the wrong thing, I think you did the right thing but things seem to be changing on the local model front and quite rapidly.

Re: Claude.ai unavailable and elevated errors on the API

#206
post #193

Earlier quoted context omitted.

Im looking at moving to Pi and I like the minimal nature, but I disagree with a handful of decisions they make. So Id likely need to maintain a fork which is less than ideal.

What decisions is Mario making that you disagree with? My impression is Pi is minimal so any changes can live on top of Pi without needing to maintain a fork? I started developing my own coding agent after using Pi for a couple months, so I’m curious what you don’t like about pi.

When I hear Mario talk about pi and his approach I find myself agreeing with a lot of it. But I also find myself agreeing with a lot of the points from this https://www.thevinter.com/blog/bad-vibes-from-pi

Re: Claude.ai unavailable and elevated errors on the API

#207

Earlier quoted context omitted.

We are spending the equivalent of 32 monthly software engineer salaries on Claude per month.

Is it worth it?

No, we can literally buy our own hardware for what we spend in a month and host our own local LLMs for company usage.

Re: Claude.ai unavailable and elevated errors on the API

#208

Earlier quoted context omitted.

If you are paying API rates (not using Max subscriptions) there's no reason to use Anthropic's API directly, the same models are hosted by both AWS and Google with better uptime than Anthropic.

How do things like prompt caching etc play into that? Would I theoretically have a more stable harness backing my usage? Im seriously over the current claude experience. After seemingly fixing my 4.6 usage by disabling adaptive thinking and moving to max effort, it seems that the release of 4.7 has broken that workflow and Im 99% certain that disabling adaptive thinking does nothing even on 4.6 now. Just egregious er…

AWS Bedrock supports prompt caching, just note that if you use the Converse API you need to set the cache points manually.

Re: Claude.ai unavailable and elevated errors on the API

#209

Earlier quoted context omitted.

Have you guys considered running your own local models? 200k a month is a ton of money and puts all your eggs in one basket. Or is it easier to just be able to run away from it all if you are done with it or something changes?

I led the team that did the math and analysis for determining our direction in selecting Anthropic. We initially assumed this was where we would end up, but after some investment exploring our options we found it not worth the trouble. Local models sound great until you realize you dont get alot of the features that we implicitly expect from hosted models. Many things would require additional investment into the oper…

To start, I want to be clear I am trying to understand not criticizing, and mistakes are how institutional knowledge grows.

Your last paragraph hints at retention struggles which complicates the issue.

But was vendor mitigation not part of the evaluation? I get that most companies view governance and compliance as a pay to play issue, but there has always been an issue with rapidly changing areas and single source suppliers.

I admit to having my own preferences and being almost completely ignorant about what your needs are, but I have seen the value in having a rabbit to pull out of the hat.

If employee retention doesn’t allow for departure of individuals without complete loss of institutional knowledge I guess my position wouldn’t hold.

But during the rise of cloud computing I introduced an openstack install in our sandbox, not because I thought that we would stay on a private cloud but because it allowed our team to pull back the covers and understand what our cloud vendor was doing.

It was an adoption accelerator that enabled us to choose a vendor that was appropriate and to avoid the long tail of implementation.

I was valuable as a pivot when AMD killed seamicro with short notice, and the full cloud migration period was dramatically shortened.

I have a dozen other examples, but it is like stock options, volatility and uncertainty dramatically increase the value of keeping your options open.

We will have vendors fold, and a single source only story couples you org to the success of that vendor.

IMHO There is a huge difference between tying your success to an Oracle, who may be ‘safe’ if expensive as a captive customer and doing the same in uncertain markets.

Would you be willing (or able) to share more?

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