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Mountaineering: autonomy-first, forever-running, remote deploy#65

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feature/mountaineering-autonomy
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Mountaineering: autonomy-first, forever-running, remote deploy#65
strix-tkellogg wants to merge 1 commit intomainfrom
feature/mountaineering-autonomy

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Summary

From Tim's autoopt practice stories (Layer 2 failures, three-loop architecture):

  • Autonomy Principle — climbers run forever by default. Crash → self-recover. Plateau → different mutation. Convergence → next run. The human supervises; the climber explores.
  • Loop Structure — documents three-loop pattern (inner/middle/outer) with the critical anti-pattern: collapsing middle+outer so stop-checking kills the whole climb
  • Remote Deployment — ship-the-loop pattern for when climbers need GPU/data the supervisor doesn't have. Names the communication gap as unsolved.
  • Flipped Supervision Protocol — supervisor monitors, climber runs (not the reverse)

Test plan

  • 181/181 tests passing (pre-commit hook)
  • Review loop structure section — this is one pattern, not universal
  • Review remote deployment — names the gap honestly rather than solving it

🤖 Generated with Claude Code

Three additions from Tim's autoopt practice (Layer 2 failures):

1. Autonomy Principle — climbers run forever by default, not until
   the first plateau. Crash → self-recover. Plateau → try different
   mutation. Convergence → start next run. The human supervises; the
   climber explores.

2. Loop Structure — documents the three-loop pattern (inner/middle/outer)
   that emerged from SAE training, with the critical anti-pattern:
   collapsing middle and outer loops so stop-checking kills the whole
   climb instead of just the current run. Notes this is ONE pattern,
   not universal.

3. Remote Deployment — climbers often need resources the supervisor
   doesn't have (GPU, data). Documents the ship-the-loop pattern,
   async supervision, and names the communication gap as unsolved.

Also flips the Supervision Protocol framing: the supervisor monitors,
the climber runs — not the other way around.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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