Lessons from Building a Multi-Agent System
Real-world learnings from building AskPrisma.ai using Autogen, presented at the Applied AI Bootcamp.
Real-world learnings from building AskPrisma.ai using Autogen, presented at the Applied AI Bootcamp.
AI’s real-world value today lies not in replacing deep expertise, but in enabling high-leverage cross-functional work across domains.
The rise of coding agents calls for new ways of evaluating impact. Lines of code written are a poor substitute for real-world engineering judgment.
MCP is more than a technical protocol, it’s a strategic inflection point that determines whether you build the interface users return to or become a feature inside someone else’s product.
Why understanding the difference matters for automation strategy - RPA automates tasks; APA solves for adaptive problem statements