SoftwareBUILDINGcontent engine · pipeline

VidoTask

Saved posts become tasks, automatically.

The Thesis & Bottleneck

The Real-World Bottleneck

Everyone saves Instagram, TikTok, and LinkedIn posts. Nobody revisits them — the save folder is where ideas go to die.

The Architectural Insight

A save is intent without structure. AI extraction can turn bookmarks into actionable steps at import time.

How I Built It

An import pipeline for saved social content with AI task extraction layered on top.

Technical Stack & Protocols
Next.jsClaudePostgres

Real Outcomes & Lessons

Observed Production Outcome

Working toward: save anything, get back a task list instead of a graveyard.

What I Learned The Hard Way

“Content apps live or die on the return visit: the task list is the reason to come back.”

System Telemetry

  • System TrackSoftware
  • Current StatusBUILDING
  • Architecturecontent engine · pipeline
  • Launch StageIn build. Import pipeline first, extraction quality second, sharing loops third.

Interested in how this architecture works under load?

Book a 30-min discovery call →