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Reset & Focus: Clearing the Noise

2026-01-10

What changed

I made a deliberate decision to shut down a number of bots and experiments to reset the lab and reduce noise.

This wasn’t about reacting to performance. It was about clarity.

Why I killed bots

Running too many overlapping systems made it harder to understand what was actually working and why. Activity can look like progress, but complexity hides signal.

So I removed anything that:

  • overlapped exposure without a clear purpose
  • added monitoring overhead without insight
  • wasn’t tied to a written thesis

The new focus

The lab is now centered on a smaller set of experiments I can review consistently:

  • A weekly review process to keep decisions grounded
  • A JUP grid experiment designed to study behavior across volatility
  • An AVAX scale-in plan built around conviction and risk sizing

Fewer experiments. Better documentation. Clearer decisions.

This is personal documentation, not financial advice.