In the latter half of September 2026 I posted a series of LinkedIn updates that introduced the Run‑Summaries folder concept, the token‑efficiency tip, the D.O.S.A. automation framework, and a career narrative that highlighted early‑stage experiments and the growth of Cultivated Culture to 1.4 M+ followers.
The Run‑Summaries folder stores a markdown summary after every workflow run, enabling review, AI‑driven meta‑analysis, and an audit trail.
I claim the folder setup is "more efficient from a token optimization standpoint" because each run writes a concise summary instead of re‑sending full context.
- D – Do It Manually\n- O – Get The Outcome\n- S – Systemize It\n- A – Automate It
My early experiments included a 2011 music blog that got 500 visits, a 2013 cold‑email blast of 1,000 messages that landed 1 client, and a 2014 prototype built for $3,000 that was copied by three competitors the same week.
LinkedIn trims headlines in search results after about ≈ 70 characters, so I now use the formula “[Job Title] helping [Target] achieve [Specific result]”.
The “Marketing Manager helping SaaS companies increase conversion rates by 40%+” headline example demonstrates the 40%+ boost I recommend.