Integration with Coding Agents to integrate new strategies

[BradKML]

Thanks for the follow @bludnic cus this can be the next big thing (even though I am more biased towards Python not TS)

• Can agents be used to help with adding established strategies from other repos (or recommendations from articles)?
• What about implementing HPO tuning (or something similar) for backtesters?
• Can reinforcement learning and cultural accumulation be used to optimize paper-trading bots before they are deployed?
• Are portfolio rebalancing tools workable alongside trading bots?
• Would ensembles work for trading agents such that they can take on multiple sub-strategies?

[bludnic]

Hi @BradKML! Thanks for your interest in the project.

Can agents be used to help with adding established strategies from other repos (or recommendations from articles)?

I think so, at least worth a try. By the way, the RSI strategy was ported from Gekko. The OpenTrader strategy runner is very similar to Gekko's but more advanced, so it's straightforward to port any strategy, either by yourself or using AI.

What about implementing HPO tuning (or something similar) for backtesters?
Can reinforcement learning and cultural accumulation be used to optimize paper-trading bots before they are deployed?

Good suggestion. Will definitely be on the roadmap. I think Freqtrade is a solid example of HPO.

Are portfolio rebalancing tools workable alongside trading bots?

I need an example of such a tool to understand it better.

Would ensembles work for trading agents such that they can take on multiple sub-strategies?

Since a strategy is essentially a plain function, you could invoke other sub-strategies (functions). However, a better approach might be communication via signals. I have some ideas on this, but it's still in the early stages.

Feel free to join our community on Discord https://discord.gg/RS7y3ffvvG