anupsing_ai

3 ms·

1. 1.▲
   by anupsing_ai 6mo ago

   Data gets written to WAL first before memory and then persisted to disk. on restarts, it restores to memory and continues. the benefit comes from the architecture. each cell is supposed to be a dedicated compute for a single user.
2. 2.▲
   Show HN: Open-source Perplexity clone one file back end, streaming answers(github.com)

   6 points by anupsing_ai 6mo ago|2 comments
3. 3.▲
   Show HN: AI support chatbot with RAG and citations – one back end file, no infra(github.com)

   9 points by anupsing_ai 6mo ago|0 comments
4. 4.▲
   by anupsing_ai 8mo ago

   Been building multi-agent systems for the past few months and keep running into the same problem: agent regressions that no traditional test catches. Wrote up the failure modes I've actually seen. The short version: Skill bloat is the