diff --git a/src/content/docs/factories/factory-mcp.mdx b/src/content/docs/factories/factory-mcp.mdx
index 665984992..353887fa4 100644
--- a/src/content/docs/factories/factory-mcp.mdx
+++ b/src/content/docs/factories/factory-mcp.mdx
@@ -1,5 +1,5 @@
 ---
-title: Factory MCP
+title: Factory MCP for Warp Factories
 description: >-
   Connect any coding agent to your team's factories to send in work, continue
   tasks locally, and hand results back.
@@ -7,6 +7,8 @@ sidebar:
   label: "Factory MCP"
 ---
 
+# Factory MCP for Warp Factories
+
 Factory MCP is a hosted Model Context Protocol (MCP) server that connects coding agents to your team's factories, in both directions: the agent you already work with — in Warp or in any MCP-capable tool — can send work to a factory, or take work over from one by pulling a task down, continuing it locally, and handing the result back.
 
 The factory keeps a single record of each task throughout. Whether a change happens in the cloud or on your machine, it lands on the same task with the same history and conversation. A task is the factory's work item: the same unit of work that appears in the factory dashboard's [Activity view](/factories/factory-dashboard/#track-work-items-on-activity).
diff --git a/src/content/docs/platform/harnesses/authentication.mdx b/src/content/docs/platform/harnesses/authentication.mdx
index 261368132..3b9fc7410 100644
--- a/src/content/docs/platform/harnesses/authentication.mdx
+++ b/src/content/docs/platform/harnesses/authentication.mdx
@@ -1,8 +1,8 @@
 ---
 title: Third-party cloud agent authentication
 description: >-
-  Connect your Anthropic or OpenAI credentials to the {{WARP_AUTOMATION_PLATFORM}}, then launch Claude Code
-  or Codex as cloud agents from the desktop app, {{WEB_APP}}, or API.
+  Connect Anthropic or OpenAI credentials to the {{WARP_AUTOMATION_PLATFORM}} to
+  run Claude Code or Codex as cloud agents.
 sidebar:
   label: "Authentication"
 ---
diff --git a/src/content/docs/platform/harnesses/warp-agent.mdx b/src/content/docs/platform/harnesses/warp-agent.mdx
index 53d2338fc..c5d112cca 100644
--- a/src/content/docs/platform/harnesses/warp-agent.mdx
+++ b/src/content/docs/platform/harnesses/warp-agent.mdx
@@ -1,8 +1,8 @@
 ---
 title: Warp Agent with the {{WARP_AUTOMATION_PLATFORM}}
 description: >-
-  Warp Agent is the {{WARP_AUTOMATION_PLATFORM}}'s default harness. It routes across leading models, has full
-  terminal access, and is the only harness that can orchestrate subagents.
+  Warp Agent is the default {{WARP_AUTOMATION_PLATFORM}} harness, with multi-model
+  routing, full terminal access, and cross-harness subagent orchestration.
 sidebar:
   label: "Warp Agent"
 ---
diff --git a/src/content/docs/platform/self-hosting/index.mdx b/src/content/docs/platform/self-hosting/index.mdx
index e0c346c05..df73af7ad 100644
--- a/src/content/docs/platform/self-hosting/index.mdx
+++ b/src/content/docs/platform/self-hosting/index.mdx
@@ -1,9 +1,8 @@
 ---
 title: Self-hosting overview
 description: >-
-  Run cloud agents on your own infrastructure. Choose between a managed
-  worker daemon orchestrated by the {{WARP_AUTOMATION_PLATFORM}} or unmanaged CLI-based execution you
-  control.
+  Run cloud agents on your own infrastructure with a managed worker daemon or
+  unmanaged CLI-based execution you control.
 ---
 import { VARS } from '@data/vars';
 
diff --git a/src/content/docs/platform/self-hosting/monitoring.mdx b/src/content/docs/platform/self-hosting/monitoring.mdx
index 2188d57e9..9b372cd87 100644
--- a/src/content/docs/platform/self-hosting/monitoring.mdx
+++ b/src/content/docs/platform/self-hosting/monitoring.mdx
@@ -3,9 +3,8 @@ title: Self-hosted worker monitoring
 sidebar:
   label: "Monitoring"
 description: >-
-  Monitor self-hosted {{WARP_AUTOMATION_PLATFORM}} workers with OpenTelemetry metrics. Export to
-  Prometheus, OTLP, or console to track worker health, task throughput,
-  and saturation.
+  Monitor self-hosted {{WARP_AUTOMATION_PLATFORM}} workers with OpenTelemetry
+  metrics via Prometheus, OTLP, or console export.
 ---
 import { VARS } from '@data/vars';