[rnavi]

Long ago, I was a system developer. Now I think of it - I feel the whole development / logs / debugging / deploying was all abysmally slow. To even load software via JTAG took about 5 minutes! So there is big room to improve things in this space.

Do you have clients using this now ? how are you thinking to land inside semiconductor-ish corporates ?

[yosai]

Yes rnavi,I have the same experience as well.The complete system software development can be expedited using AI.Yes, we are doing private beta with a Japanese semiconductor conglomerate.We go with a philoshopy like your data, your model and your cloud.We create instruction dataset from their tech spec and code.Everything on-prem.We have partnered with AMD and Nvidia for on-prem GPU deployment.We help them selecting the right small language coding model and deploying it with securely.

[rnavi]

.. and how does it fare with devin/cognition etc - have not tried them just youtube videos.