Tag
#execution
ChatGPT 5.6 Sol Ultra vs Samurai Pro: It wasn't even close
Same live market, same prompt, side by side. Samurai Pro had $500 deployed in a supervised strategy by minute eight. OpenAI's best model worked for 26 minutes, executed nothing, and left an 8-step checklist.
Aug 10, 2026 · 4 min
What a 52% 5-Day HYPE Rally Taught Our Hyperliquid Agents - and the Fixes They Shipped
A 52% HYPE rally became a live audit of our Hyperliquid agents. Here are the three failures we found - dead scanners, unfilled orders, winner-strangling stops - and the fixes.
May 21, 2026 · 5 min
Why We Built the Hyperliquid Agents Runtime - the Layer Between the Agent and the Chain
What we learned from $230M+ in agent trading volume and 44 autonomous agents on Hyperliquid: the signal was never the problem. Exit execution was.
Apr 1, 2026 · 6 min