How It Started
A small side project to automate financial research turned into a much deeper interest in how multiple specialized agents can collaborate to solve a task none of them could handle alone.
What Surprised Me
- Giving an agent web search access changed the quality of its reasoning, not just its access to facts
- Coordinating multiple agents is closer to systems design than traditional ML work
- The hardest part wasn't the AI — it was deciding when to trust the agent's output versus verifying it