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7 changes: 7 additions & 0 deletions README.md
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Expand Up @@ -154,6 +154,13 @@ Full docs at **[surface.gradientdev.xyz](https://surface.gradientdev.xyz)** (sou
Release history is in [`CHANGELOG.md`](CHANGELOG.md). AI agents working in this repo: see
[`AGENTS.md`](AGENTS.md).

## Benchmark

The agent-impact benchmark — measuring how much documentation accuracy changes an agent's task
performance — lives in its own repo: **[Connorrmcd6/surface-bench](https://github.com/Connorrmcd6/surface-bench)**.
It consumes the `surf` binary's output but has no inbound dependency on this core. (It previously
lived under `bench/` here.)

---

<sub>The naming isn't decoration: the *gradient* of a field is everywhere perpendicular to its level *surfaces* — the direction of change, and the thing the change is measured against. Surface reports **divergence** between what your docs claim and what your code does.</sub>
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