diff --git a/fern/docs.yml b/fern/docs.yml
index d824b1dcc..0618cdada 100644
--- a/fern/docs.yml
+++ b/fern/docs.yml
@@ -216,10 +216,15 @@ redirects:
destination: "/nemo/gym/main/build-verifiers"
- source: "/nemo/gym/main/build-verifiers/resources-server"
destination: "/nemo/gym/main/build-verifiers"
+ # Example Resources Servers page was removed; fold into the Build Verifiers index
+ - source: "/nemo/gym/build-verifiers/example-resources-servers"
+ destination: "/nemo/gym/main/build-verifiers"
+ - source: "/nemo/gym/main/build-verifiers/example-resources-servers"
+ destination: "/nemo/gym/main/build-verifiers"
- source: "/nemo/gym/resources-server/example-resources-servers"
- destination: "/nemo/gym/main/build-verifiers/example-resources-servers"
+ destination: "/nemo/gym/main/build-verifiers"
- source: "/nemo/gym/main/resources-server/example-resources-servers"
- destination: "/nemo/gym/main/build-verifiers/example-resources-servers"
+ destination: "/nemo/gym/main/build-verifiers"
# Version alias: latest → main (the `Latest` slug was retired; trunk lives at `main`)
# Intentionally last so .html stripping and specific reorg rules win first.
- source: "/nemo/gym/latest"
diff --git a/fern/versions/latest/pages/build-verifiers/example-resources-servers.mdx b/fern/versions/latest/pages/build-verifiers/example-resources-servers.mdx
deleted file mode 100644
index da2065c63..000000000
--- a/fern/versions/latest/pages/build-verifiers/example-resources-servers.mdx
+++ /dev/null
@@ -1,35 +0,0 @@
----
-title: "Example Resources Servers"
-description: "Concrete Resources Servers and the task, action, and verification patterns they demonstrate."
-position: 3
----
-
-Resources Servers can model anything from a stateful workplace simulation to an isolated code execution sandbox. These examples show the shape of real server implementations and how task setup, tool actions, and verification fit together.
-
-## `workplace_assistant`
-
-[`workplace_assistant`](https://github.com/NVIDIA-NeMo/Gym/tree/main/resources_servers/workplace_assistant) implements multi-step tool calling in a workplace setting.
-
-- **Task**: Execute business activities such as sending emails, scheduling meetings, and managing projects.
-- **Actions**: 26 tools across 5 databases: email, calendar, analytics, project management, and CRM. Each tool can read and mutate the database state.
-- **Verification**: State matching: executes both the agent's actions and the ground truth actions against fresh databases, then compares the resulting states.
-
-## `math_with_code`
-
-[`math_with_code`](https://github.com/NVIDIA-NeMo/Gym/tree/main/resources_servers/math_with_code) implements mathematical reasoning with code execution.
-
-- **Task**: Solve math problems using Python as a reasoning tool.
-- **Actions**: `execute_python()` runs code in an isolated per-session process with numpy, scipy, and pandas available. State persists across steps so the agent can build on previous computations.
-- **Verification**: Answer correctness: extracts the boxed answer from the model's final response and compares it against the expected result.
-
-
-
-
-Review the Resources Server role, state model, tool endpoints, and verifier interface.
-
-
-
-Build a minimal environment with a custom Resources Server.
-
-
-
diff --git a/fern/versions/latest/pages/build-verifiers/multi-reward-verification.mdx b/fern/versions/latest/pages/build-verifiers/multi-reward-verification.mdx
index 456c67008..6674f53b9 100644
--- a/fern/versions/latest/pages/build-verifiers/multi-reward-verification.mdx
+++ b/fern/versions/latest/pages/build-verifiers/multi-reward-verification.mdx
@@ -1,7 +1,7 @@
---
title: "Multi-Reward Verification"
description: "Score a rollout on multiple reward components for richer evaluation and multi-objective RL"
-position: 2
+position: 3
---
diff --git a/fern/versions/latest/pages/build-verifiers/verification-patterns/index.mdx b/fern/versions/latest/pages/build-verifiers/verification-patterns/index.mdx
index b60e54e20..bb83ff6d8 100644
--- a/fern/versions/latest/pages/build-verifiers/verification-patterns/index.mdx
+++ b/fern/versions/latest/pages/build-verifiers/verification-patterns/index.mdx
@@ -1,7 +1,7 @@
---
title: "Verification Patterns"
description: "Patterns for evaluating agent behavior and computing scores."
-position: 4
+position: 2
---
Verification is how an environment evaluates agent behavior and computes a score. Every environment implements some form of verification — the pattern you choose depends on your task.