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Long Horizon Tasks

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Rethinking Environments for Long-Horizon Work — Rayan Garg, Theta Software Aug 1, 2026 · 21:15 Rethinking environments for long-horizon work requires moving beyond simple time metrics. We discuss how to design verifiers and judges that verify correctness based on the final state of complex systems, like CI/CD logs.

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Rethinking Environments for Long-Horizon Work — Rayan Garg, Theta Software

Rethinking environments for long-horizon work requires moving beyond simple time metrics. We discuss how to design verifiers and judges that verify correctness based on the final state of complex systems, like CI/CD logs.

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