diff --git a/AGENTS.md b/AGENTS.md
index 71f05ba..c77b886 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -5,8 +5,12 @@ This document provides guidelines for AI agents working with the SuperPlane docu
 ## Repository Overview
 
 This repository contains the documentation for
-[SuperPlane](https://github.com/superplanehq/superplane), an open source DevOps
-control plane. The documentation site is built with
+[SuperPlane](https://github.com/superplanehq/superplane), an open source AI
+software factory for engineering teams. SuperPlane coordinates agents and
+deterministic workflows to turn high-confidence routine work into verified,
+review-ready pull requests. Workflows define scope, checks, approvals,
+feedback, and escalation; agents perform the work within those guardrails.
+The documentation site is built with
 [Starlight](https://starlight.astro.build), a documentation framework built on
 [Astro](https://astro.build).
 
diff --git a/README.md b/README.md
index a7a1a6c..bfd1267 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,8 @@
 # SuperPlane Documentation
 
-This repository contains the documentation for [SuperPlane](https://github.com/superplanehq/superplane), the open source DevOps control plane.
+This repository contains the documentation for [SuperPlane](https://github.com/superplanehq/superplane), an open source AI software factory for engineering teams. SuperPlane coordinates AI agents, source control, continuous integration (CI), review, approvals, and feedback to move high-confidence routine work from the backlog to verified, review-ready pull requests.
+
+Agents perform the work. Workflows define the allowed scope, required checks, review policies, approval points, and escalation paths. This keeps control and verification in the workflow instead of depending on a specific model or agent.
 
 ## About
 
diff --git a/scripts/generate-llms.mjs b/scripts/generate-llms.mjs
index 72218b2..8497aeb 100644
--- a/scripts/generate-llms.mjs
+++ b/scripts/generate-llms.mjs
@@ -147,7 +147,7 @@ function buildLlmsTxt(sections) {
   const lines = [
     "# SuperPlane Docs",
     "",
-    "> SuperPlane documentation for building and operating event-driven DevOps workflows.",
+    "> SuperPlane documentation for building and operating AI agent workflows that one-shot routine engineering work.",
     "",
     "This file provides a structured index of documentation pages for LLM-based tools.",
     "",
@@ -166,7 +166,7 @@ function buildLlmsFullTxt(sections) {
     "",
     "> Comprehensive companion to `/llms.txt` with full page content for the current docs table of contents.",
     "",
-    "SuperPlane is an open source DevOps control plane for long-lived, event-driven workflows.",
+    "SuperPlane is an open source AI software factory that lets AI agents fully automate routine development work through long-lived, event-driven workflows.",
     "",
   ];