AutoGPT (2023)
An open-source project let a language model set its own subtasks and loop through them, with a memory store so it could recall earlier steps. It drew tens of thousands of GitHub stars in weeks.
Demonstrations were impressive and frequently circular; agents repeated work or drifted from the goal.
The pattern of memory plus autonomous looping became standard, but shipped products added narrow scopes and human checkpoints.
Kiro bots keep the memory and drop the open-ended looping, which is the trade AutoGPT's failures pointed toward.
