From 18b8ef0d9924810893b3fcb6544af1046766ea5c Mon Sep 17 00:00:00 2001
From: TheFlow <theflow@sydigital.com>
Date: Wed, 11 Feb 2026 15:07:33 +1300
Subject: [PATCH] fix: Add production context note to leader.html Agent
 Lightning section

Distinguishes Agent Lightning RL training integration (proof-of-concept)
from broader Tractatus governance (production-validated at Village Home
Trust with 171,800+ audit decisions over 11+ months).

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
---
 public/leader.html | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/public/leader.html b/public/leader.html
index dc9b3dd9..0bb40359 100644
--- a/public/leader.html
+++ b/public/leader.html
@@ -368,6 +368,12 @@
       <div class="bg-white rounded-lg p-6 border border-purple-200">
         <h3 class="text-xl font-bold text-gray-900 mb-4">What This Means: Security Guardrails for Agentic AI</h3>
 
+        <div class="bg-green-50 border border-green-200 rounded-lg p-4 mb-4">
+          <p class="text-sm text-green-800">
+            <strong>Production context:</strong> While Agent Lightning's RL training integration remains at proof-of-concept stage, the underlying Tractatus governance framework has been validated in production at Village Home Trust (11+ months continuous operation, 171,800+ audit decisions). Persistence and audit integrity are validated for inference governance — the open questions above specifically concern governance during RL training cycles.
+          </p>
+        </div>
+
         <div class="space-y-4 text-gray-700">
           <div class="flex items-start gap-3">
             <svg class="w-6 h-6 text-green-600 flex-shrink-0 mt-0.5" fill="none" stroke="currentColor" viewBox="0 0 24 24">