03
Jun
ResumeGovernor: Root Cause Analysis of an Auto-Pause That Refused to Resume
一个自动恢复机制显示'允许恢复'，另一个显示'继续暂停'。它们读的是同一个数据库。问题出在哪里？
阅读时间 7 分钟
System Build
ProBitForge System Build notes.
02
Jun
From Files to Ledgers: How We Evolved Freqtrade's SQLite Data Layer
Freqtrade 的 SQLite 数据库里藏着所有交易真相，但没有任何 Agent 在读它。我们把'文件'变成了'账本'，然后一切都变了。
阅读时间 8 分钟
19
May
Building a Self-Evolving Trading Research System
A safe AI trading research system should evolve by remembering failures, routing authority, and blocking unsafe work earlier—not by bypassing its gates.
阅读时间 8 分钟
12
May
Building a Memory Layer for Trading Research with Qdrant
Qdrant helps ProBitForge recall similar trading research cases, but it is not a fact ledger or trading brain. Facts decide; memory reminds.
阅读时间 7 分钟
07
May
What ProBitForge Is Building
A research-first introduction to ProBitForge: AI crypto quant systems, risk engineering, and why model output never touches live execution directly.
阅读时间 2 分钟