I run the AI service (OpenwebUi) myself, but buy the compute on OpenRouter. Self hosting models is not an economic viability for me.

For how to use bash, you can easily resort to local models with LMStudio. No internet search needed.

Drop chats, use a harness. Include somewhere the procedure instructions to always look up documentation before crafting the command. Add instructions somewhere what dependencies you tolerate. Then it’s really good.

Once your tasks get larger, you need additional checks.

Provide the URL to your AI chat and ask it to print out the article for you.