michele.it

The Loop.

A self-directed process that runs recursive autonomous optimizations: it reads the current state, picks the single highest-leverage move, executes it end to end, verifies the result, logs it - then feeds that new state back into itself and runs again. Every pass compounds on the last.

  1. 01

    Re-read state

    Start each run by re-reading every prior artifact and the last iteration's output, so it always plans from the latest truth, not stale memory.

  2. 02

    Pick the highest-leverage move

    Score what would move things most right now and choose the single best move for this pass.

  3. 03

    Execute autonomously

    Do the work end to end (research, write, build, fix, deploy) without pausing for step-by-step approval.

  4. 04

    Verify the lift

    Check its own output, keep only changes that demonstrably improve the result, discard regressions.

  5. 05

    Log and re-enter

    Write the new state, then feed it back into step one. The loop tightens each pass.

Pass 1Pass 2Pass 3Pass 4Pass 5recurse - re-read state, run again
Fig. 1 - successive passes along a single axis. Each pass compounds on the last; the dashed arc returns to re-read state and run again.
Read statePick moveExecuteVerifyLog & re-enter∞repeats
Fig. 2 - the five stages of one iteration, running clockwise, with no terminal step.

Read state, optimize, log, repeat.