Developer Automates Multilingual Bluesky Posts Using JSON Content Pipeline

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A developer has revamped their team's Bluesky publishing workflow by replacing a manual markdown-based process with a JSON-driven content pipeline. The old approach relied on copy-pasting text into a CLI tool, which frequently caused API errors and blocked entire CI release pipelines over minor typos. The new system organises daily post content into structured JSON files per language — currently English and Spanish — stored in date-stamped folders alongside a metadata file. A lightweight Node.js loader module reads these files and prepares content for automated publishing via CI, eliminating hard-coded paths and manual steps. The architecture is designed to scale easily, with adding a new language requiring only a new JSON file and a one-line update to metadata.json.

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