Every company that ships one useful AI agent eventually asks the same question: why not just add more? The answer is nuanced — more agents means more coordination, not more intelligence.
Why single agents hit a ceiling
A single agent juggling research, drafting, and validation in one prompt gets slower and less reliable as the task grows. Splitting responsibilities across specialized agents — one to plan, one to execute, one to verify — keeps each step focused and easier to debug.
Orchestration is the hard part
The real engineering work isn't building agents, it's the handoffs between them: shared state, retries, and knowing when a human should step in.
More agents without orchestration is just more chaos, faster.
Thinking about splitting a monolithic agent into a coordinated system? Let's design it together.
