Jev plus Opus 5.5 as the decision layer for a research agent
Opus researches and builds candidates while Jev makes the repeated decisions in the loop, with the host verifying before it continues, scanning X, GitHub, PDFs and primary sources to cut context waste.
jev + opus 5.5 is a ridiculous combo for research instead of throwing a massive prompt at one model and hoping it checks everything correctly i let opus build the option set and jev make the repeated decisions inside the loop for this demo, the agent can scan: → X posts → GitHub repos → PDFs / lectures → primary sources for verification the flow is simple: opus researches → builds candidates → jev picks → host verifies → loop continues so the expensive model spends time on reasoning, not on making the same tiny decisions over and over again less context waste. fewer unnecessary model calls. cleaner verification. this is what an actual decision layer inside an ai agent looks like ↓
This post quotes another post: x.com/de1lymoon/status/2103841654423556397