Feature request for product/service
3rd Party Extensions
Describe the request
Hi Cursor team,
I’ve been building an open-source project called CogniCore, and I wanted to share an idea that I think could fit really well with Cursor.
One thing I’ve noticed is that AI coding assistants are incredibly capable, but every new problem still starts almost from scratch. Even with project memory, most systems remember context rather than experience.
What I’m exploring is the idea of experience transfer.
Imagine a developer spends hours debugging a difficult issue. Instead of only remembering the final fix, the agent remembers the journey:
- what was tried,
- what failed,
- why it failed,
- what eventually worked,
- and how confident it is in that solution.
Now imagine another developer or even another AI model runs into a similar problem weeks later. Rather than starting over, it can reuse that validated experience.
For teams, this means engineering knowledge compounds over time instead of disappearing at the end of every session. New developers don’t just inherit documentation—they inherit practical experience from previous debugging sessions.
I’m not talking about transferring model weights or hidden reasoning. The idea is to build a shared experience layer that any coding agent can query, regardless of the underlying model.
I think something like this could work really well alongside Cursor, and I’d love to explore whether an integration makes sense.
If you’re interested, I’d be happy to build a prototype together or discuss the idea further.
Thanks!
Kaushal
Founder, CogniCore
GitHub: GitHub - cognicore-dev/cognicore-my-openenv: Memory operating system for AI agents — persistent memory, BM25 search, atomic decomposition, reflection engine, immune system. Zero API calls. 89% fewer tokens than alternatives. MCP + LangChain + OpenAI SDK. · GitHub