Agents That Talk Too Much: When LLMs Overplan and Underperform

Jun 30, 2025 · 2 min read · In the rush to build powerful multi-agent systems, many teams are hitting a strange wall:More agents = more complexity = worse outcomes. We’ve seen it ourselves. You plug in a planner, a search agent, a summarizer, a re-router, and a validator... onl...