Ideas / agents / systemsResearch note · Oct 2026

The loop that runs my company

One founder, one server, 108 scheduled jobs. What each box of the AI employee loop looks like when it actually runs. Press replay to watch one pass.

The loop that runs my company Six stations in a clockwise loop, goal, context, plan, act, verify, learn, around one shared memory and ledger that every pass writes back to; act is the gate where a human types yes. APPROVALS 01 Goal two bets, two kill dates set 02 Context memory files, dated read 03 Plan 108 scheduled jobs 108 jobs 04 Act waits for a typed yes yes ✓ 05 Verify eval gate, reviewer pass 06 Learn scorecard, one rule card +1 rule Shared memory and ledger every pass writes back
  1. Goaltwo bets, two kill datesset
  2. Contextmemory files, datedread
  3. Plan108 scheduled jobs108 jobs
  4. Actwaits for a typed yesyes ✓
  5. Verifyeval gate, reviewerpass
  6. Learnscorecard, one rule card+1 rule
  7. Shared memory and ledgerevery pass writes backwrite
one pass · idle

01

Goal

Two bets, each with a kill date. HeyDenta is judged on Oct 20, Logproof on Oct 29. No roadmap.

02

Context

A few hundred small memory files. A corrected fact keeps its old line with a date, never a silent overwrite.

03

Planning

108 scheduled jobs. Each carries a one line purpose and the channel it reports to.

04

Tool use

Agents draft, research and build. Every send, spend or merge waits for a typed yes.

05

Memory

Every go, kill, send or hold lands in one ledger the moment it is given. Ten golden questions catch a session that forgot.

06

Verification

An eval gate on every prompt change. An adversarial reviewer whose only job is to break the build before it ships.

07

Feedback

A weekly scorecard on the operator’s replies. A nightly loop proposes one rule change, approved by hash.

08

Deployment

One server, a control plane with a kill switch and spend caps, and jobs that stand down when the box is under load.

aaroncabantugan.com · built and run by one personnumbers as of 6 Oct 2026