manukall
Joined 15 years ago
Joined 15 years ago
It’s designed to plug into frameworks like CrewAI, AutoGen, or LangChain and help agents learn from both successful and failed interactions - so instead of each execution being isolated, the system builds up knowledge about what actually works in specific scenarios and applies that as contextual guidance next time. The aim is to move beyond static prompts and manual tweaks by letting agents improve continuously from their own runs.
Currently also working on an MCP interface to it, so people can easily try it in e.g. Cursor.
I added the Github issue importer functionality in part because of some threads I saw here, e.g. https://news.ycombinator.com/item?id=8712035. Now maintainers only need to tag issues with the label "Moved to ProjectTalk" and we will automatically import them and post a comment with a link.
it's messageboards for github projects.
mainly because a lot of projects use live chat (gitter, slack), which i think isn't always the best solution (time zones, discoverability of past discussions, ...).