ARKNODE LABS - 살아있는 실험 노트

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

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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
FALSIFIED

Our LLM Polymarket bot was just reading the market price back to us

Aggregate Brier score 0.12. And it lost to the market in every single edge bucket. A postmortem of an LLM forecaster that turned out to be an expensive mirror.

2026-06-07 · 8분트레이딩
SHIPPED

Everything I got wrong planning a $5.5k AI homelab

Three planning mistakes, one invisible GPU, and seven months of running a 64GB-VRAM box that ended up doing a completely different job than the one I built it for.

2025-12-01 · 9분홈랩
THE BRIEF

일주일에 한 번, 정직한 리포트.

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

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