I have never let openclaw touch my Google Account. I have used it only a few times using OpenCode and still my account was banned for violating ToS. Took me a while to figure it out because antigravity never shows you the specific error that occurred, just a simple "Something went wrong". They really should be more transparent about this, at least anthropic makes it clear upfront.
I have been using this on my Linux and windows machine as a daily driver. It's cross platform approach to handling commands, and overall usability is what made me switch to this completely. It takes a little while to get used to, especially when coming from bash, but if you know powershell already, I'd say just give it a go.
This is interesting. Ngrok also released a go library recently allowing you to use it directly inside of API. Loving the direction for all these tunnel technologies. I wish there was a simple open source and self hosted version of this.
OpenZiti project is 100% open source and has SDKs for many languages - e.g., Go, Python, C, C#, Java, NodeJS, Javascript, Kotlin, Swift, etc. We also built zrok which is a 'ziti-native' app to prvide ngrok type functionality. It is open source and can be self-hosted if you wish - https://zrok.io/.
Not sure I understand? The one from Tailscale is open source, and you can self-host it (they mention putting it on fly.io, for example), or run it on a home computer.
Unless I am mistaken, only the Tailscale endpoints are open source (e.g., this SDK), the control and dataplane is closed source. While Headscale exists I am not aware of it providing Funnel functionality. I understand the Funnel infra is all hosted and managed by Tailscale so you cannot self-host.
Headscale seems to implement (almost?) all of the current Tailscale functionality, so I wouldn't be surprised if they added support for this too. They even seem to be friendly with the Tailscale folks.
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That was a total waste of time. Peer learning has some major flaws which various different systems have been able to overcome. A centralized learning process is always better than decentralized one from my experience.
Your dismissiveness and lack of argumnts is not conducive to discussion. For starters you could elaborate why you found the article a total waste of time, and what flaws and advantages you see in various systems, including peer learning. Finally, why is a centralized learning process always better?
They don't need to be much more advanced than you. Also the article is talking about adults not children and also adults who have chosen the topic that they wish to learn so it is reasonable to expect that they will put some effort into the task. Very often it is much more effective to have another student explain something to another student than have the teacher try to explain it to a whole class or lecture theatre simply because the student realizes which bits are difficult because they have recently gone through the process of learning it. Anyway, this surely does not happen in a vacuum, both peers can surely use other resources in addition.
In a slightly different but related field in my career as an electronics engineer and software developer I have always found it valuable to have manuals written largely by users who have themselves recently learnt how to use my products rather than trying to write it all myself. Of course I give assistance and do a lot of proofreading but having the users teach each other is efficient because they can concentrate on the things that are actually important rather than the ones that were difficult, expensive, or intellectually interesting to create.
A blind person will never learn to navigate his environment if he is always lead around by a person who can see, so the blind leading the blind seems like a good education strategy.
Playing on words is not a good argument. I bet you can’t teach me Elamite right know. And if you learn a bit of it for that purpose, it will still be vastly inferior than a course, book or video made by a specialist of the language, which had time to reflect on his own knowledge.
My point is that trying to learn without a teacher serves a purpose, it isn't good to never have a teacher but neither is always having a teacher. Peer learning isn't about cutting out the teacher, it is to let students try to figure out a few things among themselves as a group.
I've seen the blind leading the blind walking around in the city before. They both had walking sticks. I assume the one had slightly better vision than the other or maybe had been through that part of town before, but it did make me laugh.
not quite, this analogy won't fit, in the process of Peer Learning, it is more about discovering together, facilitated by resources and experiences that you can share with your peer.
This may be a good pattern for the average learner. If you have vastly superior motivation or ability, or prior relatable knowledge the time spend with others is mostly pure waste, like grand parent stated.
There is no silver bullet in education, so it’s quite annoying to have a solution branded like it will solve every problem and is better than everything else while in reality it’s only suited to a few profiles of learner. And of course, SEO article like that doesn’t bother stating any implicit assumptions that had.
PS: I’m working in a research field related to education so I read lot of papers about it. Lot of bullshit is said even in the field, and ever more by people outside.
time spent with others is not always "pure waste", Peer Learning can let you see the things you already see but now with a different perspective, from a different angle. Besides that it gives you enough experience to practice real world collaborations.
And yes I agree, there's no silver bullet in education.
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