Building multi-agent systems is easy until they hit production. You chain LLMs together and suddenly your service is trapped in recursive tool-call loops that incinerate your budget
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Multi-agent systems look great in notebooks but they fall apart in production. A simple recursive tool-call loop will shred your latency and drain your token budget overnight. You are not building a digital genius
Agent swarms are great until the pager screams. I have seen systems implode in recursive tool-call loops when latency spikes. Stop treating frameworks like magic. Treat them like fragile systems
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Everyone’s building multi-agent flows, but few discuss the nightmare of infinite tool-call loops. Taking agents from a notebook to production requires more than just a clever prompt; it needs hardened failure modes and deep observability
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Here is a short description for a feed or newsletter, followed by the longer teaser post. ### Short Description (248 characters) Multi-agent demos look smart, but production is a different game
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