Multi-agent systems look great until you hit circular tool-call loops in production. Debugging these feedback cycles is a nightmare. Before you scale your agent swarm, build observability
Multi-agent hype ignores production reality: complexity scales faster than reliability. I have watched systems collapse when agents trigger infinite tool-call loops. Stop building notebook demos. Focus on state management
Everyone is hyping multi-agent systems, but production reality is messy. Infinite tool-call loops burn your budget and ruin uptime. Stop chaining models blindly. Real reliability requires strict state guardrails, not just agentic optimism.
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Everyone wants autonomous agent swarms, but production is messy. I have seen them collapse under load. Recursive tool-call loops chew through your context and compute budget in seconds. Build circuit breakers. Keep systems reliable, not magical.