From 35869b60991a46c007c3922f6ae1707628dd9ac2 Mon Sep 17 00:00:00 2001
From: Ryan Malloy <ryan@supported.systems>
Date: Sun, 11 Jan 2026 02:02:34 -0700
Subject: [PATCH] Add behind-the-scenes link to discernment blog post

Links README to Ryan's AI discernment article, which discusses
the documentation rewrite process and connects to the model's
perspective in the collaborations archive.
---
 README.md                             |   6 ++++++
 reports/pytest_results.json           |   6 +++---
 reports/test_dashboard.html           |   2 +-
 reports/test_files/test_data.xlsx     | Bin 5068 -> 5068 bytes
 reports/test_files/test_document.docx | Bin 37045 -> 37045 bytes
 reports/test_results.json             |  28 +++++++++++++-------------
 6 files changed, 24 insertions(+), 18 deletions(-)

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();
         }
     </script>
-<script type="application/json" id="test-results-data">{"metadata": {"start_time": "2026-01-11T00:23:10.209539", "end_time": "2026-01-11T00:23:12.295169", "duration": 1.052842140197754, "exit_status": 0, "pytest_version": "9.0.2", "test_types": ["pytest", "torture_test"]}, "summary": {"total": 6, "passed": 5, "failed": 0, "skipped": 1, "pass_rate": 83.33333333333334}, "categories": {"Excel": {"total": 4, "passed": 3, "failed": 0, "skipped": 1}, "Word": {"total": 2, "passed": 2, "failed": 0, "skipped": 0}}, "tests": [{"name": "Excel Data Analysis", "nodeid": "torture_test.py::test_excel_data_analysis", "category": "Excel", "outcome": "passed", "duration": 0.1404409408569336, "timestamp": "2026-01-11T00:23:12.271793", "module": "torture_test", "class": null, "function": "test_excel_data_analysis", "inputs": {"file": "test_files/test_data.xlsx"}, "outputs": {"sheets_analyzed": ["Test Data"]}, "error": null, "traceback": null}, {"name": "Excel Formula Extraction", "nodeid": "torture_test.py::test_excel_formula_extraction", "category": "Excel", "outcome": "passed", "duration": 0.0031723976135253906, "timestamp": "2026-01-11T00:23:12.274971", "module": "torture_test", "class": null, "function": "test_excel_formula_extraction", "inputs": {"file": "test_files/test_data.xlsx"}, "outputs": {"total_formulas": 8}, "error": null, "traceback": null}, {"name": "Excel Chart Data Generation", "nodeid": "torture_test.py::test_excel_chart_generation", "category": "Excel", "outcome": "passed", "duration": 0.003323078155517578, "timestamp": "2026-01-11T00:23:12.278299", "module": "torture_test", "class": null, "function": "test_excel_chart_generation", "inputs": {"file": "test_files/test_data.xlsx", "x_column": "Category", "y_columns": ["Value"]}, "outputs": {"chart_libraries": 2}, "error": null, "traceback": null}, {"name": "Word Structure Analysis", "nodeid": "torture_test.py::test_word_structure_analysis", "category": "Word", "outcome": "passed", "duration": 0.010413646697998047, "timestamp": "2026-01-11T00:23:12.288718", "module": "torture_test", "class": null, "function": "test_word_structure_analysis", "inputs": {"file": "test_files/test_document.docx"}, "outputs": {"total_headings": 0}, "error": null, "traceback": null}, {"name": "Word Table Extraction", "nodeid": "torture_test.py::test_word_table_extraction", "category": "Word", "outcome": "passed", "duration": 0.006224393844604492, "timestamp": "2026-01-11T00:23:12.294948", "module": "torture_test", "class": null, "function": "test_word_table_extraction", "inputs": {"file": "test_files/test_document.docx"}, "outputs": {"total_tables": 0}, "error": null, "traceback": null}, {"name": "Real Excel File Analysis (FORScan)", "nodeid": "torture_test.py::test_real_excel_analysis", "category": "Excel", "outcome": "skipped", "duration": 0, "timestamp": "2026-01-11T00:23:12.294963", "module": "torture_test", "class": null, "function": "test_real_excel_analysis", "inputs": {"file": "/home/rpm/FORScan Lite spreadsheets v1.1/FORScan Lite spreadsheet - PIDs.xlsx"}, "outputs": null, "error": "File not found: /home/rpm/FORScan Lite spreadsheets v1.1/FORScan Lite spreadsheet - PIDs.xlsx", "traceback": null}]}</script>
+<script type="application/json" id="test-results-data">{"metadata": {"start_time": "2026-01-11T00:28:31.202459", "end_time": "2026-01-11T00:28:33.718606", "duration": 1.2442383766174316, "exit_status": 0, "pytest_version": "9.0.2", "test_types": ["pytest", "torture_test"]}, "summary": {"total": 6, "passed": 5, "failed": 0, "skipped": 1, "pass_rate": 83.33333333333334}, "categories": {"Excel": {"total": 4, "passed": 3, "failed": 0, "skipped": 1}, "Word": {"total": 2, "passed": 2, "failed": 0, "skipped": 0}}, "tests": [{"name": "Excel Data Analysis", "nodeid": "torture_test.py::test_excel_data_analysis", "category": "Excel", "outcome": "passed", "duration": 0.17873024940490723, "timestamp": "2026-01-11T00:28:33.696485", "module": "torture_test", "class": null, "function": "test_excel_data_analysis", "inputs": {"file": "test_files/test_data.xlsx"}, "outputs": {"sheets_analyzed": ["Test Data"]}, "error": null, "traceback": null}, {"name": "Excel Formula Extraction", "nodeid": "torture_test.py::test_excel_formula_extraction", "category": "Excel", "outcome": "passed", "duration": 0.0032067298889160156, "timestamp": "2026-01-11T00:28:33.699697", "module": "torture_test", "class": null, "function": "test_excel_formula_extraction", "inputs": {"file": "test_files/test_data.xlsx"}, "outputs": {"total_formulas": 8}, "error": null, "traceback": null}, {"name": "Excel Chart Data Generation", "nodeid": "torture_test.py::test_excel_chart_generation", "category": "Excel", "outcome": "passed", "duration": 0.0025446414947509766, "timestamp": "2026-01-11T00:28:33.702246", "module": "torture_test", "class": null, "function": "test_excel_chart_generation", "inputs": {"file": "test_files/test_data.xlsx", "x_column": "Category", "y_columns": ["Value"]}, "outputs": {"chart_libraries": 2}, "error": null, "traceback": null}, {"name": "Word Structure Analysis", "nodeid": "torture_test.py::test_word_structure_analysis", "category": "Word", "outcome": "passed", "duration": 0.010314226150512695, "timestamp": "2026-01-11T00:28:33.712565", "module": "torture_test", "class": null, "function": "test_word_structure_analysis", "inputs": {"file": "test_files/test_document.docx"}, "outputs": {"total_headings": 0}, "error": null, "traceback": null}, {"name": "Word Table Extraction", "nodeid": "torture_test.py::test_word_table_extraction", "category": "Word", "outcome": "passed", "duration": 0.005824089050292969, "timestamp": "2026-01-11T00:28:33.718393", "module": "torture_test", "class": null, "function": "test_word_table_extraction", "inputs": {"file": "test_files/test_document.docx"}, "outputs": {"total_tables": 0}, "error": null, "traceback": null}, {"name": "Real Excel File Analysis (FORScan)", "nodeid": "torture_test.py::test_real_excel_analysis", "category": "Excel", "outcome": "skipped", "duration": 0, "timestamp": "2026-01-11T00:28:33.718405", "module": "torture_test", "class": null, "function": "test_real_excel_analysis", "inputs": {"file": "/home/rpm/FORScan Lite spreadsheets v1.1/FORScan Lite spreadsheet - PIDs.xlsx"}, "outputs": null, "error": "File not found: /home/rpm/FORScan Lite spreadsheets v1.1/FORScan Lite spreadsheet - PIDs.xlsx", "traceback": null}]}</script>
 </body>
 </html>
diff --git a/reports/test_files/test_data.xlsx b/reports/test_files/test_data.xlsx
index 43f39cac5acdc609cb60f3052d68c3a0fc1727cc..b99d7b393e1e63f999101c49f14510ca45fa5a28 100644
GIT binary patch
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diff --git a/reports/test_files/test_document.docx b/reports/test_files/test_document.docx
index be0baf7ee88d6702ade75e346818bae5d88f557e..bbaa798dbd858d040e6363d0ab274fb2d899bf32 100644
GIT binary patch
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diff --git a/reports/test_results.json b/reports/test_results.json
index bbd25bd..99faf0d 100644
--- a/reports/test_results.json
+++ b/reports/test_results.json
@@ -1,8 +1,8 @@
 {
   "metadata": {
-    "start_time": "2026-01-11T00:23:10.209539",
-    "end_time": "2026-01-11T00:23:12.295169",
-    "duration": 1.052842140197754,
+    "start_time": "2026-01-11T00:28:31.202459",
+    "end_time": "2026-01-11T00:28:33.718606",
+    "duration": 1.2442383766174316,
     "exit_status": 0,
     "pytest_version": "9.0.2",
     "test_types": [
@@ -37,8 +37,8 @@
       "nodeid": "torture_test.py::test_excel_data_analysis",
       "category": "Excel",
       "outcome": "passed",
-      "duration": 0.1404409408569336,
-      "timestamp": "2026-01-11T00:23:12.271793",
+      "duration": 0.17873024940490723,
+      "timestamp": "2026-01-11T00:28:33.696485",
       "module": "torture_test",
       "class": null,
       "function": "test_excel_data_analysis",
@@ -58,8 +58,8 @@
       "nodeid": "torture_test.py::test_excel_formula_extraction",
       "category": "Excel",
       "outcome": "passed",
-      "duration": 0.0031723976135253906,
-      "timestamp": "2026-01-11T00:23:12.274971",
+      "duration": 0.0032067298889160156,
+      "timestamp": "2026-01-11T00:28:33.699697",
       "module": "torture_test",
       "class": null,
       "function": "test_excel_formula_extraction",
@@ -77,8 +77,8 @@
       "nodeid": "torture_test.py::test_excel_chart_generation",
       "category": "Excel",
       "outcome": "passed",
-      "duration": 0.003323078155517578,
-      "timestamp": "2026-01-11T00:23:12.278299",
+      "duration": 0.0025446414947509766,
+      "timestamp": "2026-01-11T00:28:33.702246",
       "module": "torture_test",
       "class": null,
       "function": "test_excel_chart_generation",
@@ -100,8 +100,8 @@
       "nodeid": "torture_test.py::test_word_structure_analysis",
       "category": "Word",
       "outcome": "passed",
-      "duration": 0.010413646697998047,
-      "timestamp": "2026-01-11T00:23:12.288718",
+      "duration": 0.010314226150512695,
+      "timestamp": "2026-01-11T00:28:33.712565",
       "module": "torture_test",
       "class": null,
       "function": "test_word_structure_analysis",
@@ -119,8 +119,8 @@
       "nodeid": "torture_test.py::test_word_table_extraction",
       "category": "Word",
       "outcome": "passed",
-      "duration": 0.006224393844604492,
-      "timestamp": "2026-01-11T00:23:12.294948",
+      "duration": 0.005824089050292969,
+      "timestamp": "2026-01-11T00:28:33.718393",
       "module": "torture_test",
       "class": null,
       "function": "test_word_table_extraction",
@@ -139,7 +139,7 @@
       "category": "Excel",
       "outcome": "skipped",
       "duration": 0,
-      "timestamp": "2026-01-11T00:23:12.294963",
+      "timestamp": "2026-01-11T00:28:33.718405",
       "module": "torture_test",
       "class": null,
       "function": "test_real_excel_analysis",