SYSTEM ARCHITECTURE
Content engine producing 5-10 short-form videos per day for brand awareness, with zero human involvement after launch.
The team wanted high-volume short-form video output for organic brand exposure. Their existing process required a content writer, a video editor, and a publishing coordinator. Output capped at ~6 videos per week.
They wanted to 10x output without adding headcount.
They needed an end-to-end pipeline that generated topic ideas, wrote scripts, produced video, applied branding, and published to Facebook and Instagram on a schedule.
Pulls signal from search trends and seed keyword lists.
DeepSeek with brand voice guardrails.
Rule-based filter against safety and brand rules before production.
Higgsfield AI and Jimeng.
Avatar + script + subtitles + brand logo into final clip.
Approval queue before posting.
Facebook + Instagram Graph APIs with auto-scheduling.
Posting time, format, and engagement back into the database.
n8nDeepSeekChatGPTHiggsfield AIJimengFacebook Graph APIInstagram API
JavaScript
Python
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