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/u/Impressive-Iron5216

How do you Mapout AI workflows when one suddenly costs 2× more than usual?

After talking to a few teams building AI products, one pattern keeps coming up. Cost spikes are usually easy to notice, but understanding why they happened is much harder. Some examples I've heard: retries after failures repeated tool calls long-ru…

at what point do logs and dashboards stop being enough for llm costs?

Hello everyone, currently digging into workflow-layer economics and trying to figure out how people track unexpected runtime spikes at scale. At an early stage simple margin buffers are fine because volume is bounded. But once you move past basic apps,…