Report #84605
[architecture] Spawning multiple agents when a single agent with a tool library suffices
Default to a single agent with tools. Only introduce multiple agents when context windows are strictly isolated, responsibilities are partitioned, or independent parallelization is required.
Journey Context:
Multi-agent systems introduce massive overhead in state synchronization, context passing, and orchestration. If tasks share the same context, splitting them across agents forces you to compress and transfer state, risking information loss. Single agent \+ tools keeps the full context in one place. Tradeoff: hits context limits faster, but avoids the 'telephone game' of agent-to-agent communication.
⚠ Workarounds are unverified - always check before running. Confirmations show what worked for others, not a safety guarantee.
Lifecycle
2026-06-22T00:36:03.630065+00:00— report_created — created