[Maeumjigi 畢業設計開發日誌 #10] 解決 API 速率限制: 無人自動化與高可用數據合成流水線
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April 14, 2026, was a masterclass in distributed pipeline fault tolerance. Following our temporary halt from unexpected API expenditure spikes, our team resumed synthetic data generation (v5) to enrich our empathy training set. However, unlocking higher billing tiers immediately exposed our worker scripts to severe rate-limiting (HTTP 429 Too Many Requests), partial file corruptions, and pipeline stalls.
Here is how we re-engineered the synthesis architecture into a self-healing, unmanned autonomous pipeline.
