I’m curious how developers and marketers are integrating AI into their content creation processes. Are you using AI for research, writing assistance, image generation, SEO tasks, or workflow automation?
I’d love to learn about tools, techniques, and lessons you’ve discovered while building AI-powered workflows.
mostly research + rewrite + schedule. generation is the easy part. the boring glue is what burns time.
what i run week to week
one source. usually a long youtube or a messy note. i pull a transcript or paste the text, then get 4-5 angles out of it instead of one flat “summary for linkedin”. different openings matter more than polishing the middle.
images only when the post needs them. carousels get a short human pass. full auto captions still sound samey if you don’t force a structure (claim, proof, one concrete example).
then schedule across the week. dumping 5 posts the hour the model finishes is how accounts start feeling botty. i learned that the hard way.
tools side: n8n or similar for the pipeline, sheets/airtable as the queue, and blotato for the last multi-platform publish hop once the asset is final. i stopped teaching n8n every network’s oauth dialect. research/write stays in the workflow. posting is one hop.
biggest lesson: separate “make the content” from “put it on the internet”. they fail differently. a dead ig token shouldn’t force another full rewrite.