From 121ab17254347f8b64a35fec386fc9f6b374796c Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Wed, 8 Apr 2026 23:34:37 +0000
Subject: [PATCH 1/3] Initial plan


From 9cd0b478106cbc52e7001fccec4b639461fc03ef Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Wed, 8 Apr 2026 23:43:10 +0000
Subject: [PATCH 2/3] =?UTF-8?q?Implement=20exponential=20backoff=20for=20L?=
 =?UTF-8?q?LM=20log=20polling=20(setTimeout-based,=2015s=E2=86=9230s?=
 =?UTF-8?q?=E2=86=9260s=E2=86=922min=E2=86=925min=E2=86=9210min)?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Agent-Logs-Url: https://github.com/CyberSecDef/NovelForge/sessions/fac5c436-d508-4afd-90e7-34f7c1b2efc5

Co-authored-by: CyberSecDef <17597068+CyberSecDef@users.noreply.github.com>
---
 static/js/script.js | 37 ++++++++++++++++++++++++++++++++-----
 1 file changed, 32 insertions(+), 5 deletions(-)

diff --git a/static/js/script.js b/static/js/script.js
index b30b648..b4e4f4a 100644
--- a/static/js/script.js
+++ b/static/js/script.js
@@ -1517,7 +1517,18 @@ $(function () {
   // LLM Log Display
   // -------------------------------------------------------------------
   var _seenLogSignatures = {};
-  var _logPollInterval = null;
+  var _logPollTimeout = null;
+  var _logPollSameCount = 0;  // consecutive polls with no new entries
+  // Backoff schedule: 0-1 same polls → 15s, 2 → 30s, 3 → 60s, 4 → 2min, 5 → 5min, 6+ → 10min
+  var _LOG_POLL_DELAYS = [15000, 15000, 30000, 60000, 120000, 300000, 600000];
+
+  function _scheduleLogPoll() {
+    if (_logPollTimeout) {
+      clearTimeout(_logPollTimeout);
+    }
+    var delay = _LOG_POLL_DELAYS[Math.min(_logPollSameCount, _LOG_POLL_DELAYS.length - 1)];
+    _logPollTimeout = setTimeout(pollLLMLog, delay);
+  }
 
   function entrySignature(entry) {
     if (!entry) return "";
@@ -1609,16 +1620,22 @@ $(function () {
           _hasInitializedLogSnapshot = true;
           _activeLLMRequests = 0;
           setStickyStatus(DEFAULT_STICKY_STATUS, { force: true });
+          _scheduleLogPoll();
           return;
         }
 
-        if (entries.length === 0) return;
+        if (entries.length === 0) {
+          _logPollSameCount++;
+          _scheduleLogPoll();
+          return;
+        }
 
         // Clear placeholder on first visible log entry
         if (Object.keys(_seenLogSignatures).length === 0) {
           $("#llm-chat-messages").empty();
         }
 
+        var foundNew = false;
         for (var i = 0; i < entries.length; i++) {
           var entry = entries[i];
           var signature = entrySignature(entry);
@@ -1626,6 +1643,7 @@ $(function () {
             continue;
           }
 
+          foundNew = true;
           _seenLogSignatures[signature] = true;
 
           if (entry.type === "request") {
@@ -1646,16 +1664,24 @@ $(function () {
             addLogMessage(formatted);
           }
         }
+
+        if (foundNew) {
+          _logPollSameCount = 0;
+        } else {
+          _logPollSameCount++;
+        }
+        _scheduleLogPoll();
       },
       error: function() {
         // Silently fail - log polling is non-critical
+        _logPollSameCount++;
+        _scheduleLogPoll();
       }
     });
   }
 
-  // Start polling for LLM log updates
-  _logPollInterval = setInterval(pollLLMLog, 15000); // Poll every 15 seconds
-  pollLLMLog(); // Initial poll
+  // Start polling for LLM log updates (with adaptive backoff)
+  pollLLMLog(); // Initial poll; subsequent polls are scheduled inside pollLLMLog
 
   // Clear log button — clears display and server-side log file
   $("#btn-clear-log").on("click", function() {
@@ -1667,6 +1693,7 @@ $(function () {
     _seenLogSignatures = {};
     _activeLLMRequests = 0;
     _hasInitializedLogSnapshot = false;
+    _logPollSameCount = 0;
     setStickyStatus(DEFAULT_STICKY_STATUS, { force: true });
 
     // Clear the server-side log file

From f5ce62a31a0e0175750acd1b64ef1e872245b567 Mon Sep 17 00:00:00 2001
From: Robert Weber <wwwdaze2000@gmail.com>
Date: Wed, 8 Apr 2026 20:05:55 -0400
Subject: [PATCH 3/3] Update static/js/script.js

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
---
 static/js/script.js | 1 +
 1 file changed, 1 insertion(+)

diff --git a/static/js/script.js b/static/js/script.js
index b4e4f4a..2272ffd 100644
--- a/static/js/script.js
+++ b/static/js/script.js
@@ -1694,6 +1694,7 @@ $(function () {
     _activeLLMRequests = 0;
     _hasInitializedLogSnapshot = false;
     _logPollSameCount = 0;
+    _scheduleLogPoll();
     setStickyStatus(DEFAULT_STICKY_STATUS, { force: true });
 
     // Clear the server-side log file