Building your AI agent "toolkit" is becoming the equivalent of the perfect "productivity" setup where you spend your time reading blog posts, watching YouTube videos telling you how to be productive and creating habits and rituals...only to be overtaken by a person with a simple paper list of tasks that they work through.
Plain Claude, ask it to write a plan, review plan, then tell it to execute still works the best in my experience.
Lots of money being made by luring people into this trap.
The reality is that if you actually know what you want, and can communicate it well (where the productivity app can be helpful), then you can do a lot with AI.
My experience is that most people don't actually know what they want. Or they don't understand what goes into what they want. Asking for a plan is a shortcut to gaining that understanding.
Emacs init file bikeshedding comes to mind…
but now you can build your AI agent toolkit to work on your init file for you
> Plain Claude, ask it to write a plan, review plan, then tell it to execute still works the best in my experience.
Working on an unspecified codebase of unknown size using unconfigured tooling with unstated goals found that less configuration worked better than more.
if you work on platforms, frameworks, tools that are public knowledge, then yeah. If there’s nothing unique to your project or how to write code in it, build it, deploy it, operate it, yeah.
But for some projects there will be things Claude doesn’t know about, or things that you repeatedly want done a specific way and don’t want to type it in every prompt.