Grade AI like coworkers: open-source FrontierAgent framework ships with CLI TUI and fully local execution

aakashgupta · x · 2026-09-16

The author argues the bigger shift is in how we grade AI: the report era taught us to judge answers by how they read, while executing agents get judged like coworkers — did the job finish, did it survive the curveballs, can someone check the work. The next wave belongs to whoever makes that grading easy.

FrontierAgent is their open-source agent framework with a command-line TUI covering single-agent and Agent Team modes. On macOS and Linux it starts with one command, no Docker required, and the mini weights plug in for fully local execution. The harness code alone is worth a read.

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