AI Content Automation Pipeline with Make.com and ClaudeAI Content Automation Pipeline with Make.com and Claude
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First post here. I’m an AI automation engineer, mostly Make.com and the Claude API.
The project I’ve spent the last year on: a content pipeline for a travel publisher that takes one topic line and returns a finished, SEO-ready article, logged to Airtable and pushed to the site. Biggest lessons were about production, not prompts. Strict structured outputs took parsing failures to zero. Consolidating two AI vendors into one cut token cost 75%. Automated length, link and duplicate checks removed a full editing pass per article.
Happy to talk shop with anyone building similar things.
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Shoaib's avatar
Lessons being about production rather than prompts matches what I see shipping with AI. How do you catch articles that pass every automated check but are still factually off for the publisher?
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