ARKNODE LABS - 살아있는 실험 노트

퀀트 시스템, AI 에이전트, 그리고 GPU 홈랩 - 실패까지 있는 그대로 기록합니다.

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SHIPPED

Designing an AI options trader that cannot go rogue

Seven independent safety rails, each defeatable on its own. Together they leave the current codebase without a live-order path.

2026-09-01 · 10분에이전트 · 트레이딩
FALSIFIED

Sharpe 15 in training, zero out of sample: how our trading models fooled us

Seven of eight candidate strategies had no edge on held-out data. The most expensive failure was not a bug: we trained on one venue's spot data and executed against another venue's perpetuals.

2026-09-01 · 9분트레이딩
SHIPPED

GPU passthrough into LXC, without the pain

Four identical RTX 5060 Ti cards, one Proxmox container, and a PCIe lane map that quietly decides which card is allowed to talk to which. The passthrough was the easy part.

2026-08-11 · 12분홈랩
SHIPPED

The look-ahead bug that made our backtest look worse

Our Chandelier exit peeked one bar ahead, cutting winners short instead of inflating the result. A fixed backtest is not a found edge: ETH 4h went from -16.2% to +185.0%.

2026-07-03 · 8분트레이딩
THE BRIEF

일주일에 한 번, 정직한 리포트.

무엇이 돌아갔고, 무엇이 출시됐고, 무엇이 죽었는지 - 숫자와 함께. 스레드도, 과장도 없습니다.

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