I’m joining OpenAI

The practical workaround most teams land on is treating the model as a swappable component behind a thick abstraction layer. Pin to a specific model version, run evals on every new release, and only upgrade when your test suite passes. But that's expensive engineering overhead that shouldn't be necessary.

What's missing is something like semantic versioning for model behavior. If a provider could guarantee "this model will produce outputs within X similarity threshold of the previous version for your use case," you could actually build with confidence. Instead we get "we improved the model" and your carefully tuned prompts break in ways you discover from user complaints three days later.

But if I don’t have a url for my IDE (or whatever) to call, it isn’t useful.

So I use Ollama. It’s less helpful, but ensure confidentiality and compliance.

1. OpenAI is saying with this statement "You could be multimillion while having AI do all the work for you." This buy out for something vibe coded and built around another open source project is meant to keep the hype going. The project is entirely open source and OpenAI could have easily done this themselves if they weren't so worried about being directly liable for all the harms OpenClaw can do.

2. Any pretense for AI Safety concerns that had been coming from OpenAI really fall flat with this move. We've seen multiple hacks, scams, and misaligned AI action from this project that has only been used in the wild for a few months.

3. We've yet to see any moats in the AI space and this scares the big players. Models are neck and neck with one another and open source models are not too far behind. Claude Code is great, but so is OpenCode. Now Peter used AI to program an free app for AI agents.

LLMs and AI are going to be as disruptive as Web 1 and this is OpenAI's attempt to take more control. They're as excited as they are scared, seeing a one man team build a hugely popular tool that in some ways is more capable than what they've released. If he can build things like this what's stopping everyone else? Better to control the most popular one than try to squash it. This is a powerful new technology and immense amounts of wealth are trying to control it, but it is so disruptive they might not be able to. It's so important to have good open source options so we can create a new Web 1.0 and not let it be made into Web 2.0

Yet I’ve known many people who have said it is difficult to use; this was a 0.01-0.1% adoption tool. There is still a huge ease of use gap to cross to make it adopted in 10-50% of computer users.

Openclaw is so so so much more.