Introduction¶

The site Reliability Engineering (SRE) position was created out of necessity by Google to maintian its gigital infrastructure and is now a critical discipline across the technology industry. Today, SRE teams face mounting pressure to maintain system reliability while managing unprecedented scale and complexity. I believe The emergence of AI-driven assistants represents a paradigm shift in how we approach reliability engineering in all fields, promising to augment human expertise with intelligent automation, and its starting with SREs.

• Try the Investment Research Agent on Hugging Face
• See implementation on Github

Pydantic-AI Investment Research System¶

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.