I think Human Layer is a great idea. Recently, my baby turned one year old, which made me reflect on many issues. We train AI with a lot of data but overlook the impact that decades of seemingly useless data from human growth experiences have on our brain development. As a result, humans still have an incomparable advantage over LLMs in terms of the so-called "big picture." For example, a recent experience I had was when I asked Claude 3.5-sonnet to write a bash script; it inadvertently modified the PATH variable, costing me a lot of time to fix it. Such attention to detail in work is difficult to avoid through vector db recall or manual context completion. But I believe that a true bash expert would not make such mistakes.

interesting take - thanks for reading our story- here's to the future of human-aided-bash-novices not munging our PATHs up

Yes, if not put it there. Everyone want to have a try need to register a Google Clould account

Interesting project. With chDB, the in-process ClickHouse engine you can make HTTP API a ClickHouse table. Here is a ClickHouse on Google Calendar example: https://github.com/auxten/SQL-On-Everything/tree/main/google... Btw, I'm the author of chDB.

Thank you for your project and interest in mine. I really appreciate it.

Author of chDB here. For those who are interested, there is a blog post that explains how we created chDB. https://clickhouse.com/blog/chdb-embedded-clickhouse-rocket-....

Golang's forward compatibility and static compilation allow developers to quickly download and use the latest Golang release without the pain of upgrading like interpreted languages or VM-dependent languages.

Noted, thanks.

How does it compare to Apache Superset?

I think my answer about Redash basically applies to Superset as well (and any other primary-dashboard tool): https://news.ycombinator.com/item?id=31575860.

With JFS we can use S3 as a cheap backend of HDFS.

"Boutique Consultancy" is quite recapitulative for most AI companies for now. But this may be the only way to empower their clients. One of these startups will find the path to scale up eventually.

To be honest, I think most developers or App owner are not clear of that.

Maybe, we can just follow facebook.com: "Use with Consent"