diff --git a/CHANGELOG.md b/CHANGELOG.md
index b22af205d70..053e3088aaa 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -21,6 +21,7 @@ Docs: https://docs.openclaw.ai
 - Agents/compaction: cap the compaction reserve-token floor to the model context window so small-context local models (e.g. Ollama with 16K tokens) no longer trigger context-overflow errors or infinite compaction loops on every prompt. (#65671) Thanks @openperf.
 - Agents/OpenAI Responses: classify the exact `Unknown error (no error details in response)` transport failure as failover reason `unknown` so assistant/model fallback still runs for that no-details failure path. (#65254) Thanks @OpenCodeEngineer.
 - Models/probe: surface invalid-model probe failures as `format` instead of `unknown` in `models list --probe`, and lock the invalid-model fallback path in with regression coverage. (#50028) Thanks @xiwuqi.
+- Agents/failover: classify OpenAI-compatible `finish_reason: network_error` stream failures as timeout so model fallback retries continue instead of stopping with an unknown failover reason. (#61784) thanks @lawrence3699.
 
 ## 2026.4.14