Blog

Notes on mining telemetry hygiene, market structure, and cost-aware execution for global crypto operators.

Operator notes

Short, factual posts that support ranking, trust, and internal linking to Mining, AI Arbitrage, Pricing, and Guides.

How baselining makes mining telemetry actionable across rigs, pools, and regions.

Why spread monitoring is not enough and how costs determine whether edge survives execution.

Designing alert rules that catch real failures without paging you for noise.

How to cap exposure, enforce minimum edge, and keep execution within policy.

How to compare efficiency and risk across multiple cryptocurrencies without confusing metrics.

Account hygiene, API key handling, and operational practices that reduce preventable loss.