Firelent @tryfirelent

Your all-in-one AI workspace to build, create, research, automate, and launch. From your first idea to the real world by chatting. firelent.com Stuttgart Joined October 2026

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Firelent @tryfirelent

13 hours ago

@shipper_now Introducing what.md? 👀

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Firelent @tryfirelent

2 days ago

@SamVale29 👀 firelent.com

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@beamnxw @hayatomaruu I would say an ablation. Basically: freeze the model, replay a held-out task with memory on vs. wiped, several trials each. Track pass rate plus tokens and turns to solve. If it only improves on tasks it's already seen, that's caching, not learning.

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