Insta Software Review

A seven-stage content pipeline that turns raw software signals into published Instagram reviews. It scans 40+ sources for emerging software, ranks signals by relevance and trending velocity, generates hooks and carousel copy, designs the slides, produces AI voiceover and screen recordings, then schedules across formats and tracks performance.

Human-in-the-loop quality gates sit at every checkpoint. Reported to cut production time by 60-66% at a target cadence of six pieces per week. Built with TypeScript, Node.js, PostgreSQL and Redis.