I really need some better workflows and tools for AI-Assisted Development. I'm learning a lot of things I think might be good patterns, but it is still chaos.

Got any tips for me?

#LLM #VibeCoding #AI #SoftwareEngineering #ComputerProgramming #Ruby #Gemini #Claude #Antigravity #Amp #Ratatui #RatatuiRuby

@kerrick what tools do you use?

I make agents with opencode. They are independent. Each one uses a different model from different vendors. The small builtin local model is quite useful too. Each agent has access to different MCPs to keep context windows clean. It works quite well, is mostly open source tools and models

@lexoyo I've mostly been using Antigravity (Google), Amp (Sourcegraph), and Junie (Jetbrains). Plus the web/desktop apps for Claude, ChatGPT, and Gemini. Those are all pretty slick.

Where I'm really struggling is saved prompt management, queued prompt management, and iterative/forked/retried prompts/contexts.

That, and trying to manage more than one agent at a time without allowing full shell access is... a lot.

@kerrick oh you have so many prompts😅
You probably thought about organising them as skills, commands and agents (a bit like specialisation of a prompt instead of forking it)