openmic.social is an uncensored community. You may encounter strong language, controversial opinions, and mature or NSFW material. You must be 18+ to browse. Illegal content is prohibited and removed on sight — please report it. By continuing, you accept that you may see content you personally disagree with.
I use Claude + local models.
Yes, older models will make those mistakes. The solution is to provide appropriate agent/skill definitions so it doesn’t just spit something out, but rather comes up with the solution, then smoke tests it in a separate scratch environment.
Claude uses this approach for reinforced learning, and it works well. Takes a few more rounds to resolve, but the solution is generally flawless (for that specific purpose).