On 12/12/25 14:09, Neil Cherry via vcf-midatlantic wrote: I've taken all I've learned (my brain aches) and started applying it to using AI, in Code under Linux, with a paid Github account. The level of improvement is quite noticeable. This was Jeff's suggestion when he was demoing the MOBIDIC. I also stopped trying to give it a full requirements document and expecting a done product. :-) I've broken it down to more manageable chunks. I've been experimenting with Git repos I control. So screw ups are asy to fix (as long as I use the repos correctly). I've learned that it doesn't pay to give the AI 2 small things at the same time to fix or upgrade. Just one thing at a time. This has gone much better, getting the AI to undo it's changes have been 'fun'. I went round and round in a circular conversation until I could find the correct phrasing it understands. So yes, a Jr. Programmer still. But my coding speed as gone way up. Now I need to learn about copyright issues with AI code. Seems all the open source communities are very nervous about that. For my simple home projects this is not an issue. Also not an issue at work (so far). I still have much to learn and need to learn about the different AI tools other than the coding LLMs. Thanks -- Linux Home Automation Neil Cherry ncherry@linuxha.com http://www.linuxha.com/ Main site http://linuxha.blogspot.com/ My HA Blog Author of: Linux Smart Homes For Dummies KD2ZRQ