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We Spent $47,000 Running AI Agents in Production. Here’s What Nobody Tells You About A2A and MCP.
Last year, our team deployed what we thought was a simple multi-agent system to production. Four LangChain agents coordinating via A2A to help users research market data.
Week 1: $127 in API costs. Perfect.
Week 2: $891. Hmm, usage growing.
Week 3: $6,240. Wait, what?
Week 4: $18,400. Panicking
Total damage: $47,000 before we finally pulled the plug.
The culprit? Two agents got stuck in an infinite conversation loop. For 11 days. While we slept. While we worked. While we believed "it’s just running smoothly."
Post #2067
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