Stay in the Loop

Follow along on WhatsApp or Telegram — new posts, reflections, and the occasional spiral.

 Personal Ops

Notes on building a personal operating system: the Telegram bot, the failure modes it walked into, and the slow rebuild toward something firm but yielding. Engineering pointed squarely at my own executive function.
  1. Part 1 Personal Ops: Capture, Digest, Adapt, Propose May 28, 2026Two years ago my Elul accountability experiment half-worked. The problem was friction, not motivation — and I had no mechanism to adjust expectations based on actual performance. So I built one: voice capture via Telegram, weekly LLM digest, and a daily agenda calibrated to what I've actually been completing versus missing.
  2. Part 2 Don’t Clip Your Wings: On Building Systems That Push You Toward Greatness May 31, 2026Completion rate is a trap. The moment your productivity system scores you on what percentage of commitments you finish, the rational move is to stop writing down anything you might actually fail at. I ran into this building my own personal ops system, and it turns out fixing it means thinking about Item Response Theory, Glicko ratings, and the Sharpe ratio.
  3. Part 3 Reed, Not Cedar: Building a Productivity System That Bends With You Jun 2, 2026I built a Telegram bot to offload my executive function and accidentally gave myself a taskmaster. So I rebuilt it around one rule from the Talmud and the Daode Jing: be a reed, not a cedar — firm but yielding, advisory not prescriptive.
  4. Part 4 Count First, Interpret Second Jun 2, 2026My personal-ops bot's weekly digest kept turning noisy logs into confident diagnoses. The fix was one rule: count first, interpret second, diagnose cautiously.