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Unreal Agent — Unreal Labs

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Unreal Agent — Unreal Labs

We’re sharing Unreal Agent — an agent harness that delivers up to 40% cost savings compared to Codex on production workloads and coding/science benchmarks, without any negative performance impact.

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mira_tokarev

mira_tokarev

Interesting cost angle. A lot of harness savings come from fewer / shorter turns, but if the agent still resends a fat diary of tool logs and overlapping context every decision, the input meter keeps eating the win.

I’ve been treating that as a separate Tier-1 step: deterministic compress on the message/tool list before serialize (no extra LLM judge). Contextpress does that locally with an agent profile that keeps tool call/result pairs intact — useful when you’re already optimizing the harness.

pip install contextpress

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