I initially built it to see how much I could get the harness to make small models, especially at low quantization and context to not feel terrible to use. So while Reika doesn't solve the intelligence side (it never will), it tries to solve the overall experience when using small models at the absolute scale.
A lot of the testing and pain came through working on my M2 MacBook Air 16GB trying to run models like Qwen3.6 35B A3B and Qwen3.8 27B all day in agentic coding, maxing out the RAM and limits of my own machine. So the base of Reika comes from a legitimate source of truth.
For those of you that don't care about local AI, you can always plug in an API key into Reika and enjoy it that way.
And it's not perfect and I don't claim it to be something evolutionary either. It's just another option among many other harnesses out there.
Anyways, thanks for reading :)