HashPowerUp represents years of work at the protocol layer of mining: proxies that translate between ecosystems (NiceHash rentals speaking to 2miners pools), manage variable difficulty honestly, and squeeze real efficiency from how work is distributed to machines.

Its most interesting idea treats nonce-space allocation as an explore/exploit problem, applying multi-armed bandit strategies to how the proxy hands out search ranges — classic decision-theory algorithms applied somewhere unexpected.

Stratum protocolKawPow / RavencoinVardiff tuningExtranonce handlingMulti-armed banditsProtocol bridging

How it works

Bridge. The proxy speaks Stratum on both sides, translating between renters, rigs, and pools.

Tune. Vardiff logic keeps share rates in the statistical sweet spot per worker.

Allocate. Bandit-driven scheduling biases work distribution toward what's paying off.

Observe. Every share, stale, and reject feeds the next allocation decision.

FAQ

Why does mining need a proxy at all?

Aggregation, protocol translation, difficulty management, and observability — a proxy is where operational intelligence lives between rigs and pools.

What transfers to other domains?

Protocol engineering under adversarial latency, and bandit-style optimization — both reused across the studio's later work.