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Articles tagged with #ai
The team set min_instances = 3 to eliminate cold starts on the AI workflow service. Reasonable thinking — LLM calls already add 5–15 seconds of latency, a 4-second cold start on the first request afte
The test checked whether the extracted invoice total matched the expected value. It passed nine times out of ten. On the tenth run, the model formatted the number differently — "1,234.56" instead of "
The integration looked solid. In testing, the AI-powered document extraction service worked exactly as designed — pull a PDF, send it to the model, parse the structured output, write to the database.
