My Networking Runs Itself: The LinkedIn Pipeline That Grew My Reach While I Slept

Description and use

An automated GitHub Actions pipeline publishes LinkedIn posts on a schedule, tracks state in Git, ensuring consistent presence and network growth without manual effort.

Problem

Maintaining consistent LinkedIn presence to grow professional network while busy building products.

Outcome

Consistent LinkedIn posting without manual effort, leading to increased profile visits, connection requests, and recruiter conversations on a predictable schedule.

Workflow

• Set up a GitHub Actions workflow triggered by a cron schedule
• Read a content queue stored in the repository
• Generate a LinkedIn post draft from the queued topic
• Publish the draft to LinkedIn via API
• Commit the post’s status to a published.json ledger in the repo
• Use Git history as an auditable database for post state

Evidence

Consistency is a systems property: a cron-driven GitHub Actions pipeline publishes to LinkedIn and commits its own state ledger back to Git.

Source

The pipeline did what consistency always does: compounded. Posts went out on schedule through weeks when I was heads-down shipping Sable and streamerOS — precisely the weeks I would previously have gone silent.

Source