3 posts
In Site Reliability Engineering (SRE), every second counts. When an alert fires, its a race to identify the root cause and implement a fix. This process is often a manual, time-consuming journey through logs, metrics, and documentation.
Intelligence is what one can do with a little bit of information. Stupidity is what one can't do with a lot of information. Today's LLMs and AI fall into the latter category; however, we can push them in the direction of the former by providing them with the context they require to make decisions. The most effective way of doing that is with Retrieval-Augmented Generation (RAG).[1]
This document details a multi-agent investment research system designed to autonomously gather and analyze financial data. The system performs comprehensive financial analysis and generates actionable investment insights. Its adaptive architecture, featuring dynamic plan adjustment and intelligent memory management, allows it to evolve its research strategy based on real-time findings.