Self Learning/Improving Cloud Agents

Hi product hunt !

We’re currently building a multi-provider cloud alternative to Grokbot, and there’s one feature we keep debating internally.

What if your coding agents actually learned from you over time?

Not just keeping context for one session, but remembering things like:

• how you like your code structured

• the decisions you’ve made in previous projects

• mistakes or corrections you’ve given them

• your preferred stack, patterns, and workflows

• the way you usually approach certain problems

So instead of starting from zero every time, the agent gradually becomes more adapted to you and hopefully more effective the more you use it.

The idea sounds great in theory, but I’m wondering how valuable this would actually be in practice.

Would a self-learning agent be a must-have feature for you, or just another nice-to-have gimmick?

And if you wanted an agent to remember something about you, what would actually be worth remembering?