2026-10-26 · America/Los_Angeles · 社区动态 · #19

Why we killed our Vector DB for SQLite BM25 and wrote a 3.6ns Rust sentinel: hard lessons from running multi-agent loops

A few days ago I posted about our open-source multi-agent hedge fund experiment and got a ton of sharp, honest feedback from people here. The comments were brutally accurate, especially around LLM reasoning limits, latency, and state management. We spent the last few days completely rebuilding parts of our architecture based on that advice, and the benchmark results honestly blew us away. Here is what we learned from fixing three critical failure modes in autonomous agent pipelines. Throwing raw metrics at LLMs guarantees hallucinated reasoning Someone in the comments pointed out: never let…

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