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kotlinlang

:wave: Hey everyone - happy Wednesday! We've got some news about what we've been cooking up over at :http4k: towers...

<https://http4k.org/news/ai_without_tests_is_just_expensive_random_number_generation/>

Does it require the http4k server or is it compatible with others like ktor?

Also, I suggest showing or linking to some examples of the kind of tests you can write with it on the home page.

Is it a testing framework or something more? The link above highlights tests but the <https://www.http4k.org/ecosystem/ai/|product's page> dubs it an "AI integration toolkit".

Either way, a quickstart with examples would help.

Apart from the MCP SDK (which build's servers on an http4k base), you can use the rest of the modules with any server.  :slightly_smiling_face:

for the examples, that's very high on our list .. expect them soon

&gt; Is it a testing framework or something more? The link above highlights tests but the <https://www.http4k.org/ecosystem/ai/|product's page> dubs it an "AI integration toolkit".
You can think of it as a set of libraries that are analogous to spring-ai or langchain4j. The chief aim is to build integrations which have testing at the very heart (a bit like the other areas of http4k :slightly_smiling_face: )
&gt; Either way, a quickstart with examples would help. (edited)
Yes - that's also a good idea. I'm literally looking at a list of TODOs with those things on it! :joy:

thanks for the feedback :slightly_smiling_face: