Companies Face Managing Growing AI Agent Fleets

An industry commentary recounts a bug where an AI agent promoted SaaStr AI London 2025 and warns that as companies scale from 5–20 agents in 2026 to 50–100 in 2027 and potentially 1,000+ in 2028, observability will break down. The author proposes 'Master Agents'—AI systems to monitor, trace, and debug downstream agents—as essential new infrastructure to manage drift and contradictions.
Scoring Rationale
Addresses an industry-scale observability gap with practical Master Agent proposal; limited by single-source opinion and light technical depth.
Practice interview problems based on real data
1,500+ SQL & Python problems across 15 industry datasets — the exact type of data you work with.
Try 250 free problems


