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Tired of All these AI Agents that look the same

Every day, it feels like there’s a new AI product hitting the market. Whether it’s called an “agent,” “assistant,” or “tool,” they all seem to follow the same playbook.

The formula? Foundation model + prompt engineering + API function calls.

And that’s it!

No groundbreaking ideas, no true innovation just the same technology repackaged with a shiny new label.

For anyone keeping an eye on the SaaS space, it’s hard not to feel fatigued by this repetitive cycle.

Where’s the creativity? Why does it feel like most of these products are chasing hype rather than delivering actual value?

The AI boom is undeniably exciting, but if this trend of churning out similar, uninspired solutions continues, we risk losing the momentum that makes AI so promising.

As builders, we need to do better. As users, we need to demand better. As consumers, we deserve better.

AI is a transformative tool with the potential to reshape industries but that potential will only be realized if we move beyond endlessly wrapping existing technologies and start delivering real, innovative solutions.

( 2 comments | on HN )
Re:Tired of All these AI Agents that look the same by iamjaredkim on Wednesday December 11, 2024 @03:17AM (#42385856)
Yes, I think there are still a lot of people paying for those, so they still make it.
Re:Tired of All these AI Agents that look the same by RMWildly on Wednesday December 11, 2024 @05:32AM (#42386531)
It also seems like because of this pattern a lot of the tools wouldn't actually be that useful in the field. I've played around with a few now that 1. it was almost impossible to test and debug behavior because you can't tell which elements of the prompt cause it to do what and 2. you can rarely get it to do the same thing each time it's triggered with 100% confidence, which make them pretty useless as workflow tools. This definitely feels like bandwagoning rather than actually coming at it from the perspective of what anyone would find useful.