Why do we need orchestration?
Why can't today's agents one-shot large tasks?
Agent Problems
Limited context window
Laziness
Lack of domain knowledge
Compounding errors
Human Problems
Can't convey intuition
Difficulty decomposing tasks
Need intermediate reviews/check-ins
Ambiguous definition of done
YOU ONLY GET ONE SHOT