diff --git a/src/core/Akka.Tests/Event/FormatterSpecs.cs b/src/core/Akka.Tests/Event/FormatterSpecs.cs
new file mode 100644
index 00000000000..4db5efef36d
--- /dev/null
+++ b/src/core/Akka.Tests/Event/FormatterSpecs.cs
@@ -0,0 +1,120 @@
+//-----------------------------------------------------------------------
+// <copyright file="FormatterSpecs.cs" company="Akka.NET Project">
+//     Copyright (C) 2009-2025 Lightbend Inc. <http://www.lightbend.com>
+//     Copyright (C) 2013-2025 .NET Foundation <https://github.com/akkadotnet/akka.net>
+// </copyright>
+//-----------------------------------------------------------------------
+
+using System;
+using Akka.Event;
+using FluentAssertions;
+using Xunit;
+
+namespace Akka.Tests.Event
+{
+    public class FormatterSpecs
+    {
+        [Fact(DisplayName = "SemanticLogMessageFormatter should return diagnostic for mismatched positional args")]
+        public void SemanticLogMessageFormatter_should_return_diagnostic_for_mismatched_positional_args()
+        {
+            var formatter = SemanticLogMessageFormatter.Instance;
+            var result = formatter.Format("{0} {1} {2}", new object[] { "a", "b" });
+
+            result.Should().StartWith("[INVALID LOG FORMAT]");
+            result.Should().Contain("{0} {1} {2}");
+            result.Should().Contain("a");
+            result.Should().Contain("b");
+        }
+
+        [Fact(DisplayName = "SemanticLogMessageFormatter should return diagnostic for mismatched positional args via IReadOnlyList path")]
+        public void SemanticLogMessageFormatter_should_return_diagnostic_for_mismatched_positional_args_via_readonly_list()
+        {
+            var formatter = SemanticLogMessageFormatter.Instance;
+            var args = new LogValues<string, string>("a", "b");
+            var result = formatter.Format("{0} {1} {2}", args);
+
+            result.Should().StartWith("[INVALID LOG FORMAT]");
+            result.Should().Contain("{0} {1} {2}");
+        }
+
+        [Fact(DisplayName = "DefaultLogMessageFormatter should return diagnostic for mismatched positional args")]
+        public void DefaultLogMessageFormatter_should_return_diagnostic_for_mismatched_positional_args()
+        {
+            var formatter = DefaultLogMessageFormatter.Instance;
+            var result = formatter.Format("{0} {1} {2}", new object[] { "a", "b" });
+
+            result.Should().StartWith("[INVALID LOG FORMAT]");
+            result.Should().Contain("{0} {1} {2}");
+            result.Should().Contain("a");
+            result.Should().Contain("b");
+        }
+
+        [Fact(DisplayName = "DefaultLogMessageFormatter should return diagnostic for mismatched positional args via IEnumerable overload")]
+        public void DefaultLogMessageFormatter_should_return_diagnostic_for_mismatched_positional_args_via_enumerable()
+        {
+            var formatter = DefaultLogMessageFormatter.Instance;
+            var result = formatter.Format("{0} {1} {2}", new object[] { "a", "b" });
+
+            result.Should().StartWith("[INVALID LOG FORMAT]");
+            result.Should().Contain("{0} {1} {2}");
+        }
+
+        [Fact(DisplayName = "LogFilterEvaluator should handle FormatException gracefully")]
+        public void LogFilterEvaluator_should_handle_FormatException_gracefully()
+        {
+            // Use the empty evaluator (no filters) - this is the path third-party loggers hit
+            var evaluator = LogFilterEvaluator.NoFilters;
+
+            // Create a log event with a bad format string
+            var badMessage = new DefaultLogMessage(
+                SemanticLogMessageFormatter.Instance,
+                "{0} {1} {2}",
+                "a", "b");
+
+            var evt = new Warning("test-source", typeof(FormatterSpecs), badMessage);
+
+            var result = evaluator.ShouldTryKeepMessage(evt, out var expandedMessage);
+
+            result.Should().BeTrue();
+            expandedMessage.Should().NotBeNullOrEmpty();
+            expandedMessage.Should().Contain("[INVALID LOG FORMAT]");
+        }
+
+        [Fact(DisplayName = "LogFilterEvaluator with content filters should handle FormatException gracefully")]
+        public void LogFilterEvaluator_with_content_filters_should_handle_FormatException_gracefully()
+        {
+            // Create an evaluator with a content filter to exercise the non-empty filter path
+            var filter = new RegexLogMessageFilter(
+                new System.Text.RegularExpressions.Regex("never_match_anything"));
+            var evaluator = new LogFilterEvaluator(new LogFilterBase[] { filter });
+
+            var badMessage = new DefaultLogMessage(
+                SemanticLogMessageFormatter.Instance,
+                "{0} {1} {2}",
+                "a", "b");
+
+            var evt = new Warning("test-source", typeof(FormatterSpecs), badMessage);
+
+            var result = evaluator.ShouldTryKeepMessage(evt, out var expandedMessage);
+
+            result.Should().BeTrue();
+            expandedMessage.Should().Contain("[INVALID LOG FORMAT]");
+        }
+
+        [Fact(DisplayName = "SemanticLogMessageFormatter should still format valid positional templates correctly")]
+        public void SemanticLogMessageFormatter_should_still_format_valid_positional_templates()
+        {
+            var formatter = SemanticLogMessageFormatter.Instance;
+            var result = formatter.Format("{0} and {1}", new object[] { "hello", "world" });
+            result.Should().Be("hello and world");
+        }
+
+        [Fact(DisplayName = "DefaultLogMessageFormatter should still format valid positional templates correctly")]
+        public void DefaultLogMessageFormatter_should_still_format_valid_positional_templates()
+        {
+            var formatter = DefaultLogMessageFormatter.Instance;
+            var result = formatter.Format("{0} and {1}", new object[] { "hello", "world" });
+            result.Should().Be("hello and world");
+        }
+    }
+}
diff --git a/src/core/Akka.Tests/Loggers/LoggerSpec.cs b/src/core/Akka.Tests/Loggers/LoggerSpec.cs
index a052b94ce3d..c4f9d851338 100644
--- a/src/core/Akka.Tests/Loggers/LoggerSpec.cs
+++ b/src/core/Akka.Tests/Loggers/LoggerSpec.cs
@@ -37,40 +37,28 @@ public LoggerSpec(ITestOutputHelper output) : base(Config, output)
         [Fact]
         public async Task TestOutputLogger_WithBadFormattingMustNotThrow()
         {
-            var events = new List<LogEvent>();
-
             // Need to wait until TestOutputLogger initializes
             await Task.Delay(500);
             Sys.EventStream.Subscribe(TestActor, typeof(LogEvent));
 
+            // Bad format strings should now produce diagnostic messages rather than throwing FormatException.
+            // Only the original log event should be published (no secondary Error event).
             Sys.Log.Error(new FakeException("BOOM"), Case.t, Case.p);
-            events.Add(await ExpectMsgAsync<Error>());
-            events.Add(await ExpectMsgAsync<Error>());
-
-            events.All(e => e is Error).Should().BeTrue();
-            events.Select(e => e.Cause).Any(c => c is FakeException).Should().BeTrue();
-            events.Select(e => e.Cause).Any(c => c is AggregateException).Should().BeTrue();
+            var errorEvt = await ExpectMsgAsync<Error>();
+            errorEvt.Cause.Should().BeOfType<FakeException>();
+            errorEvt.ToString().Should().Contain("[INVALID LOG FORMAT]");
 
-            events.Clear();
             Sys.Log.Warning(Case.t, Case.p);
-            events.Add(await ExpectMsgAsync<LogEvent>());
-            events.Add(await ExpectMsgAsync<LogEvent>());
-            events.Any(e => e is Warning).Should().BeTrue();
-            events.First(e => e is Error).Cause.Should().BeOfType<FormatException>();
+            var warningEvt = await ExpectMsgAsync<Warning>();
+            warningEvt.ToString().Should().Contain("[INVALID LOG FORMAT]");
 
-            events.Clear();
             Sys.Log.Info(Case.t, Case.p);
-            events.Add(await ExpectMsgAsync<LogEvent>());
-            events.Add(await ExpectMsgAsync<LogEvent>());
-            events.Any(e => e is Info).Should().BeTrue();
-            events.First(e => e is Error).Cause.Should().BeOfType<FormatException>();
+            var infoEvt = await ExpectMsgAsync<Info>();
+            infoEvt.ToString().Should().Contain("[INVALID LOG FORMAT]");
 
-            events.Clear();
             Sys.Log.Debug(Case.t, Case.p);
-            events.Add(await ExpectMsgAsync<LogEvent>());
-            events.Add(await ExpectMsgAsync<LogEvent>());
-            events.Any(e => e is Debug).Should().BeTrue();
-            events.First(e => e is Error).Cause.Should().BeOfType<FormatException>();
+            var debugEvt = await ExpectMsgAsync<Debug>();
+            debugEvt.ToString().Should().Contain("[INVALID LOG FORMAT]");
         }
 
         [Fact]
diff --git a/src/core/Akka/Event/DefaultLogMessageFormatter.cs b/src/core/Akka/Event/DefaultLogMessageFormatter.cs
index e38e90c82ba..3e982576871 100644
--- a/src/core/Akka/Event/DefaultLogMessageFormatter.cs
+++ b/src/core/Akka/Event/DefaultLogMessageFormatter.cs
@@ -5,6 +5,7 @@
 // </copyright>
 //-----------------------------------------------------------------------
 
+using System;
 using System.Collections.Generic;
 using System.Linq;
 
@@ -17,15 +18,32 @@ public class DefaultLogMessageFormatter : ILogMessageFormatter
     {
         public static readonly DefaultLogMessageFormatter Instance = new();
         private DefaultLogMessageFormatter(){}
-        
+
         public string Format(string format, params object[] args)
         {
-            return string.Format(format, args);
+            try
+            {
+                return string.Format(format, args);
+            }
+            catch (FormatException)
+            {
+                return $"[INVALID LOG FORMAT] str=[{format}], args=[{string.Join(", ", args)}]. " +
+                       "Please fix the format string in the logging call site.";
+            }
         }
 
         public string Format(string format, IEnumerable<object> args)
         {
-            return string.Format(format, args.ToArray());
+            var argsArray = args.ToArray();
+            try
+            {
+                return string.Format(format, argsArray);
+            }
+            catch (FormatException)
+            {
+                return $"[INVALID LOG FORMAT] str=[{format}], args=[{string.Join(", ", argsArray)}]. " +
+                       "Please fix the format string in the logging call site.";
+            }
         }
     }
 }
diff --git a/src/core/Akka/Event/LogFilter.cs b/src/core/Akka/Event/LogFilter.cs
index e6a65a51fea..7a6333a2f1b 100644
--- a/src/core/Akka/Event/LogFilter.cs
+++ b/src/core/Akka/Event/LogFilter.cs
@@ -190,7 +190,15 @@ public virtual bool ShouldTryKeepMessage(LogEvent evt, out string expandedLogMes
         else
         {
             // allocate the message just once
-            var nullCheck = evt.ToString();
+            string nullCheck;
+            try
+            {
+                nullCheck = evt.ToString();
+            }
+            catch (FormatException)
+            {
+                nullCheck = FallbackFormat(evt);
+            }
 
             if (nullCheck == null)
                 return false; // no message to filter
@@ -207,10 +215,28 @@ public virtual bool ShouldTryKeepMessage(LogEvent evt, out string expandedLogMes
         // expand the message if we haven't already
         // NOTE: might result in duplicate allocations in third party logging libraries. They'll have to adjust their
         // code accordingly after this feature ships.
-        expandedLogMessage = (string.IsNullOrEmpty(expandedLogMessage) ? evt.Message.ToString() : expandedLogMessage)!;
+        if (string.IsNullOrEmpty(expandedLogMessage))
+        {
+            try
+            {
+                expandedLogMessage = evt.Message.ToString()!;
+            }
+            catch (FormatException)
+            {
+                expandedLogMessage = FallbackFormat(evt);
+            }
+        }
         return true;
     }
 
+    private static string FallbackFormat(LogEvent evt)
+    {
+        if (evt.Message is LogMessage lm)
+            return $"[INVALID LOG FORMAT] str=[{lm.Format}], args=[{lm.Unformatted()}]. " +
+                   "Please fix the format string in the logging call site.";
+        return evt.Message?.ToString() ?? string.Empty;
+    }
+
     /// <summary>
     /// INTERNAL API - used to prevent unnecessary iterations when no filters are present
     /// </summary>
@@ -224,7 +250,14 @@ private EmptyLogFilterEvaluator() : base(Array.Empty<LogFilterBase>())
 
         public override bool ShouldTryKeepMessage(LogEvent evt, out string expandedLogMessage)
         {
-            expandedLogMessage = evt.ToString()!;
+            try
+            {
+                expandedLogMessage = evt.ToString()!;
+            }
+            catch (FormatException)
+            {
+                expandedLogMessage = FallbackFormat(evt);
+            }
             return true;
         }
     }
diff --git a/src/core/Akka/Event/SemanticLogMessageFormatter.cs b/src/core/Akka/Event/SemanticLogMessageFormatter.cs
index 2ceeb679793..b94d85604a9 100644
--- a/src/core/Akka/Event/SemanticLogMessageFormatter.cs
+++ b/src/core/Akka/Event/SemanticLogMessageFormatter.cs
@@ -100,9 +100,14 @@ public string Format(string format, IEnumerable<object> args)
                     for (int i = 0; i < readOnlyList.Count; i++)
                         argArray[i] = readOnlyList[i];
 
-                    // For positional templates, use string.Format directly without catching FormatException
-                    // to maintain backward compatibility with DefaultLogMessageFormatter behavior
-                    return string.Format(format, argArray);
+                    try
+                    {
+                        return string.Format(format, argArray);
+                    }
+                    catch (FormatException)
+                    {
+                        return FormatDiagnostic(format, argArray);
+                    }
                 }
                 else
                 {
@@ -128,9 +133,14 @@ public string Format(string format, IEnumerable<object> args)
 
             if (isPositional2)
             {
-                // For positional templates, use string.Format directly without catching FormatException
-                // to maintain backward compatibility with DefaultLogMessageFormatter behavior
-                return string.Format(format, argArray);
+                try
+                {
+                    return string.Format(format, argArray);
+                }
+                catch (FormatException)
+                {
+                    return FormatDiagnostic(format, argArray);
+                }
             }
             else
             {
@@ -139,6 +149,15 @@ public string Format(string format, IEnumerable<object> args)
             }
         }
 
+        /// <summary>
+        /// Produces a diagnostic string when string.Format fails due to mismatched format/args.
+        /// </summary>
+        private static string FormatDiagnostic(string format, object[] args)
+        {
+            return $"[INVALID LOG FORMAT] str=[{format}], args=[{string.Join(", ", args)}]. " +
+                   "Please fix the format string in the logging call site.";
+        }
+
         /// <summary>
         /// Unescapes {{ to { and }} to } in a string that has no placeholders.
         /// </summary>