diff --git a/src/cleveragents/application/services/strategy_actor.py b/src/cleveragents/application/services/strategy_actor.py
index 5ed594b7f..f387fa0f7 100644
--- a/src/cleveragents/application/services/strategy_actor.py
+++ b/src/cleveragents/application/services/strategy_actor.py
@@ -587,29 +587,29 @@ class StrategyActor:
                 try:
                     # Create or reuse cached fallback LLM
                     if self._fallback_llm is None:
-                        self._logger.warning(
-                            "Creating fallback LLM instance: %s/%s",
-                            _FALLBACK_PROVIDER,
-                            _FALLBACK_MODEL,
+                        self._logger.debug(
+                            "Creating fallback LLM instance",
                             plan_id=plan_id,
+                            fallback_provider=_FALLBACK_PROVIDER,
+                            fallback_model=_FALLBACK_MODEL,
                         )
                         self._fallback_llm = self._registry.create_llm(
                             provider_type=_FALLBACK_PROVIDER,
                             model_id=_FALLBACK_MODEL,
                         )
-                        self._logger.warning(
-                            "Fallback LLM created, attempting invocation",
+                        self._logger.debug(
+                            "Fallback LLM instance created successfully",
                             plan_id=plan_id,
                         )
                     else:
-                        self._logger.warning(
-                            "Using cached fallback LLM, attempting invocation",
+                        self._logger.debug(
+                            "Reusing cached fallback LLM instance",
                             plan_id=plan_id,
                         )
                     content = self._invoke_llm_with_retry(
                         self._fallback_llm, messages, plan_id
                     )
-                    self._logger.warning(
+                    self._logger.info(
                         "Quota error recovery successful with fallback provider",
                         plan_id=plan_id,
                         fallback_provider=_FALLBACK_PROVIDER,
@@ -618,12 +618,12 @@ class StrategyActor:
                 except Exception as fallback_exc:
                     # Log the actual fallback error with full context
                     self._logger.error(
-                        "FALLBACK PROVIDER FAILED: %s/%s returned error: %s [%s]",
-                        _FALLBACK_PROVIDER,
-                        _FALLBACK_MODEL,
-                        str(fallback_exc),
-                        type(fallback_exc).__name__,
+                        "Fallback provider invocation failed",
                         plan_id=plan_id,
+                        fallback_provider=_FALLBACK_PROVIDER,
+                        fallback_model=_FALLBACK_MODEL,
+                        fallback_error=str(fallback_exc),
+                        fallback_error_type=type(fallback_exc).__name__,
                         exc_info=True,
                     )
                     # Re-raise the original exception to let the caller handle it