What does AutoGPT Platform actually do?
AutoGPT Platform is much clearer now than it used to be. The homepage no longer sells a fuzzy autonomous-agent idea; it sells a working stack with four surfaces, one for creating, one for refining, one for monitoring, and one for reusing agents.
The strongest product choice is the handoff between AutoPilot and Build. You can start by describing the job in plain English, then open the same agent on a canvas when you want control over branches, loops, or step-by-step debugging. That makes the learning curve feel less punishing than tools that force the canvas first.
The boundary is still the same one most agent platforms hit: you need a recurring job that deserves all this structure. If the work is vague, AutoGPT will just give you a more impressive place to tinker. If the work is clear, the public pricing and run visibility make it easier to justify than before.