diff --git a/src/sentry/seer/code_review/models.py b/src/sentry/seer/code_review/models.py
index db8d54f821a325..4c092123203d96 100644
--- a/src/sentry/seer/code_review/models.py
+++ b/src/sentry/seer/code_review/models.py
@@ -6,8 +6,6 @@
 
 from pydantic import BaseModel, Field
 
-from sentry.seer.models import SeerRepoDefinition
-
 # =============================================================================
 # Code Review Models (ported from Seer)
 # =============================================================================
@@ -118,17 +116,6 @@ class SeerCodeReviewRepoForPrClosed(SeerCodeReviewRepoDefinition):
 # =============================================================================
 
 
-class SeerCodeReviewBaseRequest(BaseModel):
-    repo: SeerRepoDefinition
-    pr_id: int
-    more_readable_repos: list[SeerRepoDefinition] = Field(default_factory=list)
-
-
-class SeerCodeReviewRequest(SeerCodeReviewBaseRequest):
-    bug_prediction_specific_information: BugPredictionSpecificInformation
-    config: SeerCodeReviewConfig | None = None
-
-
 class SeerCodeReviewRequestForPrReview(BaseModel):
     """Request model for PR review with optional organization_id and integration_id."""
 
@@ -150,12 +137,6 @@ class SeerCodeReviewRequestForPrClosed(BaseModel):
     config: SeerCodeReviewConfig | None = None
 
 
-class SeerCodeReviewTaskRequest(BaseModel):
-    data: SeerCodeReviewRequest
-    external_owner_id: str
-    request_type: SeerCodeReviewRequestType
-
-
 class SeerCodeReviewTaskRequestForPrReview(BaseModel):
     """Task request wrapper for PR review."""
 
diff --git a/src/sentry/seer/code_review/utils.py b/src/sentry/seer/code_review/utils.py
index ddfc71d781fff1..b4ab27e65cfd70 100644
--- a/src/sentry/seer/code_review/utils.py
+++ b/src/sentry/seer/code_review/utils.py
@@ -205,7 +205,7 @@ def transform_webhook_to_codegen_request(
     target_commit_sha: str,
 ) -> dict[str, Any] | None:
     """
-    Transform a GitHub webhook payload into SeerCodeReviewRequest format for Seer.
+    Transform a GitHub webhook payload into a code review request format for Seer.
 
     Args:
         github_event: The GitHub webhook event type
@@ -216,7 +216,8 @@ def transform_webhook_to_codegen_request(
         target_commit_sha: The target commit SHA for PR review (head of the PR at the time of webhook event)
 
     Returns:
-        Dictionary in SeerCodeReviewRequest format with request_type, data, and external_owner_id,
+        Dictionary with request_type, data, and external_owner_id that matches either
+        SeerCodeReviewTaskRequestForPrReview or SeerCodeReviewTaskRequestForPrClosed format,
         or None if the event is not PR-related (e.g., issue_comment on regular issues)
     """
     payload = None
@@ -268,7 +269,9 @@ def transform_issue_comment_to_codegen_request(
     target_commit_sha: str,
 ) -> dict[str, Any] | None:
     """
-    Transform an issue comment on a PR into a CodecovTaskRequest for Seer.
+    Transform an issue comment on a PR into a code review request for Seer.
+
+    Returns a dictionary matching SeerCodeReviewTaskRequestForPrReview format.
     """
     payload = _common_codegen_request_payload(
         SeerCodeReviewRequestType.PR_REVIEW,  # An issue comment on a PR is a PR review request
@@ -333,7 +336,7 @@ def transform_pull_request_to_codegen_request(
 
 def _build_repo_definition(repo: Repository, target_commit_sha: str) -> dict[str, Any]:
     """
-    Build the repository definition for the CodecovTaskRequest.
+    Build the repository definition for code review requests.
     """
     # Extract owner and repo name from full repository name (format: "owner/repo")
     repo_name_sections = repo.name.split("/")