diff --git a/tooling/pipeline/includes/services/enrichment/enrichment_service.h b/tooling/pipeline/includes/services/enrichment/enrichment_service.h
index 34aa88b0..acc9a31f 100644
--- a/tooling/pipeline/includes/services/enrichment/enrichment_service.h
+++ b/tooling/pipeline/includes/services/enrichment/enrichment_service.h
@@ -14,16 +14,16 @@
  * @brief Interface for services that can enrich a location with context.
  */
 class IEnrichmentService {
- public:
-  virtual ~IEnrichmentService() = default;
+  public:
+   virtual ~IEnrichmentService() = default;
 
-  /**
-   * @brief Resolves contextual enrichment for a location.
-   *
-   * @param loc City to enrich.
-   * @return Context text, or an empty string if unavailable.
-   */
-  virtual std::string GetLocationContext(const City& loc) = 0;
+   /**
+    * @brief Resolves contextual enrichment for a location.
+    *
+    * @param loc City to enrich.
+    * @return Context text, or an empty string if unavailable.
+    */
+   virtual std::string GetLocationContext(const City& loc) = 0;
 };
 
 #endif  // BIERGARTEN_PIPELINE_INCLUDES_SERVICES_ENRICHMENT_ENRICHMENT_SERVICE_H_
diff --git a/tooling/pipeline/includes/services/enrichment/mock_enrichment.h b/tooling/pipeline/includes/services/enrichment/mock_enrichment.h
index 88bc39aa..aad75a47 100644
--- a/tooling/pipeline/includes/services/enrichment/mock_enrichment.h
+++ b/tooling/pipeline/includes/services/enrichment/mock_enrichment.h
@@ -14,9 +14,7 @@
  * @brief Enrichment service that returns no context for any location.
  */
 class MockEnrichmentService final : public IEnrichmentService {
- public:
-  std::string GetLocationContext(const City& /*loc*/) override {
-    return {};
-  }
+  public:
+   std::string GetLocationContext(const City& /*loc*/) override { return {}; }
 };
 #endif  // BIERGARTEN_PIPELINE_INCLUDES_SERVICES_ENRICHMENT_MOCK_ENRICHMENT_H_
diff --git a/tooling/pipeline/includes/services/enrichment/wikipedia_service.h b/tooling/pipeline/includes/services/enrichment/wikipedia_service.h
index e33b94a9..1a6be10a 100644
--- a/tooling/pipeline/includes/services/enrichment/wikipedia_service.h
+++ b/tooling/pipeline/includes/services/enrichment/wikipedia_service.h
@@ -19,30 +19,30 @@
  * @brief Provides Wikipedia summary lookups backed by cached raw extracts.
  */
 class WikipediaEnrichmentService final : public IEnrichmentService {
- public:
-  /**
-   * @brief Creates a new Wikipedia service with the provided web client.
-   */
-  explicit WikipediaEnrichmentService(std::unique_ptr<WebClient> client,
-                                      std::shared_ptr<ILogger> logger);
+  public:
+   /**
+    * @brief Creates a new Wikipedia service with the provided web client.
+    */
+   explicit WikipediaEnrichmentService(std::unique_ptr<WebClient> client,
+                                       std::shared_ptr<ILogger> logger);
 
-  /**
-   * @brief Returns the Wikipedia-derived context for a location.
-   */
-  [[nodiscard]] std::string GetLocationContext(const City& loc) override;
+   /**
+    * @brief Returns the Wikipedia-derived context for a location.
+    */
+   [[nodiscard]] std::string GetLocationContext(const City& loc) override;
 
- private:
-  std::string FetchExtract(std::string_view query);
-  std::unique_ptr<WebClient> client_;
-  std::shared_ptr<ILogger> logger_;
-  /**
-   * @brief Cache for raw Wikipedia query extracts, keyed by query string.
-   *
-   * GetLocationContext() always queries "brewing" and reuses "beer in
-   * {country}" for every city in that country, so caching avoids refetching
-   * the same extract across locations in a run.
-   */
-  std::unordered_map<std::string, std::string> extract_cache_;
+  private:
+   std::string FetchExtract(std::string_view query);
+   std::unique_ptr<WebClient> client_;
+   std::shared_ptr<ILogger> logger_;
+   /**
+    * @brief Cache for raw Wikipedia query extracts, keyed by query string.
+    *
+    * GetLocationContext() always queries "brewing" and reuses "beer in
+    * {country}" for every city in that country, so caching avoids refetching
+    * the same extract across locations in a run.
+    */
+   std::unordered_map<std::string, std::string> extract_cache_;
 };
 
 #endif  // BIERGARTEN_PIPELINE_INCLUDES_SERVICES_ENRICHMENT_WIKIPEDIA_SERVICE_H_