4 sources healthy · latest episode 9 Nov 2026
descriptive claim

Arca nightly collects real-world agent traces and uses a meta-agent to suggest harness changes.

Aman Singh · Using Agents for Long-Horizon Financial Work — Aman Singh, Arca · 31 Oct 2026

In their words

The transcript segments this claim was taken from

“Um, and so we're able to kind of like take that, take, take that trace, um, put it, put it next to the, the feedback, and every night, we run this process where we take-- collect traces from, uh, the real world-”
“... from our agents in the wild, and run, run a meta agent on top that suggests changes to our harness.”
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