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Working notes from inside the build.

On the things that actually decide a project: the architecture call that saved a month, the automation that quietly broke, the outbound sequence that finally got replies. Written for the engineer or founder who has to make the same decision next week.

The n8n canvas for the LinkedIn post generator, showing five labelled groups: the form trigger, three chained AI agents, the OpenAI image request with a Convert to File node, a disabled LinkedIn node and a Gmail confirmation.
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n8n LinkedIn post generator: the workflow, the prompts and the JSON

An n8n workflow that turns one form submission into a LinkedIn post, a matching image and a draft in your inbox. Three AI agents, an OpenAI image call, and a LinkedIn node we keep switched off on purpose.

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