diff --git a/README.md b/README.md
index d6dafd8..b970fb0 100644
--- a/README.md
+++ b/README.md
@@ -360,6 +360,12 @@ uv run mypy src/
- **[MCP PDF Tools](https://github.com/yourusername/mcp-pdf-tools)** - Companion server for PDF processing
- **[FastMCP](https://gofastmcp.com)** - The framework powering this server
+## 📝 Behind the Scenes
+
+This README was rewritten during a human-AI collaboration session. The process raised questions about discernment, voice, and what makes documentation actually land:
+
+- **[AI Isn't New. Your Discernment Is What Matters.](https://ryanmalloy.com/blog/ai-discernment)** — Ryan's take on 40 years of writing code and why discernment matters more than the tools
+
---
## 📜 License
diff --git a/reports/pytest_results.json b/reports/pytest_results.json
index 4d17593..bfdc8a2 100644
--- a/reports/pytest_results.json
+++ b/reports/pytest_results.json
@@ -1,9 +1,9 @@
{
"metadata": {
- "start_time": "2026-01-11T00:23:10.209539",
+ "start_time": "2026-01-11T00:28:31.202459",
"pytest_version": "9.0.2",
- "end_time": "2026-01-11T00:23:10.999816",
- "duration": 0.7902717590332031,
+ "end_time": "2026-01-11T00:28:32.132845",
+ "duration": 0.9303832054138184,
"exit_status": 0
},
"summary": {
diff --git a/reports/test_dashboard.html b/reports/test_dashboard.html
index 8ec838e..0d5e132 100644
--- a/reports/test_dashboard.html
+++ b/reports/test_dashboard.html
@@ -958,6 +958,6 @@
new TestDashboard();
}
-
+