diff --git a/bugbug/tools/code_review/langchain_tools.py b/bugbug/tools/code_review/langchain_tools.py
index 6dc1329300..a6b2b0bbc0 100644
--- a/bugbug/tools/code_review/langchain_tools.py
+++ b/bugbug/tools/code_review/langchain_tools.py
@@ -14,7 +14,7 @@
 import tenacity
 from langchain.tools import tool
 from langgraph.runtime import get_runtime
-from searchfox import AsyncSearchfoxClient
+from searchfox import AsyncSearchfoxClient, SearchfoxNetworkError, SearchfoxRequestError
 
 from bugbug.tools.code_review.data_types import Skill, SkillLoadError
 from bugbug.tools.core.platforms.base import Patch
@@ -26,6 +26,7 @@
 _retry = tenacity.retry(
     stop=tenacity.stop_after_attempt(3),
     wait=tenacity.wait_exponential(multiplier=1, min=1, max=4),
+    retry=tenacity.retry_if_exception_type(SearchfoxNetworkError),
     reraise=True,
 )
 
@@ -65,10 +66,7 @@ async def _fetch_file(
     except (FileNotFoundError, httpx.HTTPStatusError):
         pass
     if revision:
-        try:
-            return await _retry(client.get_file_at_revision)(path, revision)
-        except Exception:  # searchfox raises plain Exception
-            pass
+        return await _retry(client.get_file_at_revision)(path, revision)
     return await _retry(client.get_file)(path)
 
 
@@ -202,8 +200,19 @@ async def search_text(
         if not results:
             return "No results found."
         return "\n".join(f"{path}:{line}: {content}" for path, line, content in results)
-    except Exception as e:  # searchfox raises plain Exception
-        logger.error("Error searching for '%s': %s", query, e)
+    except SearchfoxNetworkError as e:
+        return _tool_error(f"search failed: {e}")
+    except SearchfoxRequestError as e:
+        logger.error(
+            "Bad request searching for %r (path=%r, langs=%r): %s",
+            query,
+            path_filter,
+            langs,
+            e,
+        )
+        return _tool_error(f"search failed: {e}")
+    except Exception as e:
+        logger.error("Unexpected error searching for %r: %s", query, e)
         return _tool_error(f"search failed: {e}")
 
 
@@ -221,8 +230,13 @@ async def get_field_layout(
     """
     try:
         return await _get_client().search_field_layout(class_name)
-    except Exception as e:  # searchfox raises plain Exception
-        logger.error("Error fetching field layout for '%s': %s", class_name, e)
+    except SearchfoxNetworkError as e:
+        return _tool_error(f"field layout fetch failed: {e}")
+    except SearchfoxRequestError as e:
+        logger.error("Bad request fetching field layout for %r: %s", class_name, e)
+        return _tool_error(f"field layout fetch failed: {e}")
+    except Exception as e:
+        logger.error("Unexpected error fetching field layout for %r: %s", class_name, e)
         return _tool_error(f"field layout fetch failed: {e}")
 
 
@@ -248,8 +262,15 @@ async def get_blame(
             f"{line}: {hash_} ({date}) {message}"
             for line, hash_, message, date in results
         )
-    except Exception as e:  # searchfox raises plain Exception
-        logger.error("Error fetching blame for '%s': %s", file_path, e)
+    except SearchfoxNetworkError as e:
+        return _tool_error(f"blame fetch failed: {e}")
+    except SearchfoxRequestError as e:
+        logger.error(
+            "Bad request fetching blame for %r lines %r: %s", file_path, lines, e
+        )
+        return _tool_error(f"blame fetch failed: {e}")
+    except Exception as e:
+        logger.error("Unexpected error fetching blame for %r: %s", file_path, e)
         return _tool_error(f"blame fetch failed: {e}")
 
 
@@ -280,8 +301,13 @@ async def check_can_gc(
                 line += f" (via {gc_path})"
             lines.append(line)
         return "\n".join(lines)
-    except Exception as e:  # searchfox raises plain Exception
-        logger.error("Error checking GC status for '%s': %s", symbol, e)
+    except SearchfoxNetworkError as e:
+        return _tool_error(f"GC check failed: {e}")
+    except SearchfoxRequestError as e:
+        logger.error("Bad request checking GC status for %r: %s", symbol, e)
+        return _tool_error(f"GC check failed: {e}")
+    except Exception as e:
+        logger.error("Unexpected error checking GC status for %r: %s", symbol, e)
         return _tool_error(f"GC check failed: {e}")
 
 
@@ -304,8 +330,15 @@ async def find_definition(
     """
     try:
         return await _get_client().get_definition(name, path_filter)
-    except Exception as e:  # searchfox raises plain Exception
-        logger.error("Error finding definition for '%s': %s", name, e)
+    except SearchfoxNetworkError as e:
+        return _tool_error(f"definition lookup failed: {e}")
+    except SearchfoxRequestError as e:
+        logger.error(
+            "Bad request finding definition for %r (path=%r): %s", name, path_filter, e
+        )
+        return _tool_error(f"definition lookup failed: {e}")
+    except Exception as e:
+        logger.error("Unexpected error finding definition for %r: %s", name, e)
         return _tool_error(f"definition lookup failed: {e}")
 
 
@@ -340,8 +373,19 @@ async def search_identifier(
         if not results:
             return "No results found."
         return "\n".join(f"{path}:{line}: {content}" for path, line, content in results)
-    except Exception as e:  # searchfox raises plain Exception
-        logger.error("Error searching for identifier '%s': %s", identifier, e)
+    except SearchfoxNetworkError as e:
+        return _tool_error(f"identifier search failed: {e}")
+    except SearchfoxRequestError as e:
+        logger.error(
+            "Bad request searching for identifier %r (path=%r, langs=%r): %s",
+            identifier,
+            path_filter,
+            langs,
+            e,
+        )
+        return _tool_error(f"identifier search failed: {e}")
+    except Exception as e:
+        logger.error("Unexpected error searching for identifier %r: %s", identifier, e)
         return _tool_error(f"identifier search failed: {e}")
 
 
@@ -361,8 +405,15 @@ async def calls_from(
     """
     try:
         return await _get_client().search_call_graph(calls_from=symbol, depth=depth)
-    except Exception as e:  # searchfox raises plain Exception
-        logger.error("Error fetching calls from '%s': %s", symbol, e)
+    except SearchfoxNetworkError as e:
+        return _tool_error(f"call graph fetch failed: {e}")
+    except SearchfoxRequestError as e:
+        logger.error(
+            "Bad request fetching calls from %r (depth=%d): %s", symbol, depth, e
+        )
+        return _tool_error(f"call graph fetch failed: {e}")
+    except Exception as e:
+        logger.error("Unexpected error fetching calls from %r: %s", symbol, e)
         return _tool_error(f"call graph fetch failed: {e}")
 
 
@@ -382,8 +433,15 @@ async def calls_to(
     """
     try:
         return await _get_client().search_call_graph(calls_to=symbol, depth=depth)
-    except Exception as e:  # searchfox raises plain Exception
-        logger.error("Error fetching calls to '%s': %s", symbol, e)
+    except SearchfoxNetworkError as e:
+        return _tool_error(f"call graph fetch failed: {e}")
+    except SearchfoxRequestError as e:
+        logger.error(
+            "Bad request fetching calls to %r (depth=%d): %s", symbol, depth, e
+        )
+        return _tool_error(f"call graph fetch failed: {e}")
+    except Exception as e:
+        logger.error("Unexpected error fetching calls to %r: %s", symbol, e)
         return _tool_error(f"call graph fetch failed: {e}")
 
 
@@ -407,9 +465,23 @@ async def calls_between(
         return await _get_client().search_call_graph(
             calls_between=(symbol_a, symbol_b), depth=depth
         )
-    except Exception as e:  # searchfox raises plain Exception
+    except SearchfoxNetworkError as e:
+        return _tool_error(f"call graph fetch failed: {e}")
+    except SearchfoxRequestError as e:
+        logger.error(
+            "Bad request fetching calls between %r and %r (depth=%d): %s",
+            symbol_a,
+            symbol_b,
+            depth,
+            e,
+        )
+        return _tool_error(f"call graph fetch failed: {e}")
+    except Exception as e:
         logger.error(
-            "Error fetching calls between '%s' and '%s': %s", symbol_a, symbol_b, e
+            "Unexpected error fetching calls between %r and %r: %s",
+            symbol_a,
+            symbol_b,
+            e,
         )
         return _tool_error(f"call graph fetch failed: {e}")
 
@@ -433,9 +505,19 @@ async def get_function_at_line(
     """
     try:
         return await _get_client().get_function_at_line(file_path, line)
-    except Exception as e:  # searchfox raises plain Exception
+    except SearchfoxNetworkError as e:
+        return _tool_error(f"function lookup failed: {e}")
+    except SearchfoxRequestError as e:
+        logger.error(
+            "Bad request fetching function at line %d in %r: %s", line, file_path, e
+        )
+        return _tool_error(f"function lookup failed: {e}")
+    except Exception as e:
         logger.error(
-            "Error fetching function at line %d in '%s': %s", line, file_path, e
+            "Unexpected error fetching function at line %d in %r: %s",
+            line,
+            file_path,
+            e,
         )
         return _tool_error(f"function lookup failed: {e}")
 
diff --git a/pyproject.toml b/pyproject.toml
index f8b9114397..dc6c165e8b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,7 +51,7 @@ dependencies = [
     "requests>=2.33,<2.35",
     "requests-html~=0.10.0",
     "rs-parsepatch~=0.4.6",
-    "searchfox>=0.14.0",
+    "searchfox>=0.16.0",
     "scikit-learn~=1.7.2",
     "scipy~=1.17.1",
     "sendgrid~=6.12.5",
diff --git a/tests/test_code_review.py b/tests/test_code_review.py
index bc3d39e7df..3de336e201 100644
--- a/tests/test_code_review.py
+++ b/tests/test_code_review.py
@@ -471,12 +471,12 @@ def test_fetch_file_falls_back_to_revision_on_http_error():
     client.get_file.assert_not_called()
 
 
-def test_fetch_file_falls_back_to_latest_when_revision_fails():
+def test_fetch_file_propagates_when_revision_fails():
     patch = make_patch_obj(old_file_exc=FileNotFoundError())
     client = make_client(latest="latest content")
     client.get_file_at_revision = AsyncMock(side_effect=Exception("searchfox error"))
-    result = asyncio.run(_fetch_file("f.txt", "abc123", client, patch))
-    assert result == "latest content"
+    with pytest.raises(Exception, match="searchfox error"):
+        asyncio.run(_fetch_file("f.txt", "abc123", client, patch))
 
 
 def test_fetch_file_skips_revision_when_none():
diff --git a/uv.lock b/uv.lock
index bacaad9662..8057c1f4f5 100644
--- a/uv.lock
+++ b/uv.lock
@@ -245,7 +245,7 @@ wheels = [
 
 [[package]]
 name = "anthropic"
-version = "0.107.1"
+version = "0.105.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "anyio" },
@@ -257,9 +257,9 @@ dependencies = [
     { name = "sniffio" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/b1/f1/c6076a92e0bf6b0dfa126e213b3f9e8a510acd73567953210713aae6c256/anthropic-0.107.1.tar.gz", hash = "sha256:8e7169a6ab57fb806b778d9af018c867bad688144efec8969cdb4c5ccecd6670", size = 856312, upload-time = "2026-06-07T17:18:57.358Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/46/46/47581b8c689c743ceabf6a0f9ff48472160900ce802d26c0fb50423997b3/anthropic-0.105.2.tar.gz", hash = "sha256:0e26b90841c2dced7cc6e98d21d5517d0be33f1876b8e779f478202e28bcaa07", size = 853789, upload-time = "2026-05-29T00:21:14.104Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/86/0e/71432f0777a263701955a23ebcc6650485c2753be9afbce2a6a8d72526e3/anthropic-0.107.1-py3-none-any.whl", hash = "sha256:b74338d08000ba105dfc8adae29af3713ece845a4bffec9986a20697e087c7b3", size = 838729, upload-time = "2026-06-07T17:18:58.729Z" },
+    { url = "https://files.pythonhosted.org/packages/83/75/be0c357e33a5a56c8f9db5b4212f886138d2bf59c0952d858f6b75d710ef/anthropic-0.105.2-py3-none-any.whl", hash = "sha256:e53ed5f6bf36fb1ecb9b25d8634cfd30e02fab9fb3374a0c2d5c585874757230", size = 837507, upload-time = "2026-05-29T00:21:15.528Z" },
 ]
 
 [[package]]
@@ -467,30 +467,30 @@ wheels = [
 
 [[package]]
 name = "boto3"
-version = "1.43.24"
+version = "1.43.19"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "botocore" },
     { name = "jmespath" },
     { name = "s3transfer" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/f3/8f/94dfa39ec618ecb2fe5b5b79428c95100e3ae3c1aa5083c283dd3cfb5ecd/boto3-1.43.24.tar.gz", hash = "sha256:ba5afa266bf7265e0c1a454fcfd48bffe5939cb16ed223bebc669c3dc8ee0bc8", size = 113154, upload-time = "2026-06-05T19:30:01.635Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/97/da/229987ebb70daf5928f959aa8f4dd77dfcf425e6b0e7ff03aaef61ccc333/boto3-1.43.19.tar.gz", hash = "sha256:8b84704719dd3960ac12a8f37d9ff5adb853715baa9742f84fdbe2de0305c4cb", size = 113225, upload-time = "2026-06-01T19:33:06.514Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/59/b7/e66c9b37b96153aa371fe48d24194151293f6577dd3eaa1fc146c281456d/boto3-1.43.24-py3-none-any.whl", hash = "sha256:b18ef745274ef548a9660d733d985d4a971b16bd8a6af88165ea9d0e40913b86", size = 140536, upload-time = "2026-06-05T19:29:58.968Z" },
+    { url = "https://files.pythonhosted.org/packages/be/cc/77097be39d83068f864767b710cee0d8f9cd61331de816dd2675a596c328/boto3-1.43.19-py3-none-any.whl", hash = "sha256:ec6825193b75fbb6bfbf12181e4960d00ad2f404343586765394ce620e63783c", size = 140535, upload-time = "2026-06-01T19:33:03.758Z" },
 ]
 
 [[package]]
 name = "botocore"
-version = "1.43.24"
+version = "1.43.19"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "jmespath" },
     { name = "python-dateutil" },
     { name = "urllib3" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/78/67/55d0611b341482bc9649d16df765f849a1862184ac3709356decf632279f/botocore-1.43.24.tar.gz", hash = "sha256:0c02f2b40e99419d496ece0ea2dcdedb5c45998c16fd1674276c7dbb30767a16", size = 15471690, upload-time = "2026-06-05T19:29:33.731Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/e2/a7/298986789785b74a954e2347114993be7e6b070417159125a6865f2687b6/botocore-1.43.19.tar.gz", hash = "sha256:18ac2fdd76c89b940707eb10493ff58678adad337d03215caec2d408ccd43cc0", size = 15435441, upload-time = "2026-06-01T19:32:53.126Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/c9/b7/360b5afe74c4d7cff871ea6e8f335e2e11de2945c9deb1eea6438f49faa2/botocore-1.43.24-py3-none-any.whl", hash = "sha256:42903b4bfafd8f15a735ed940473f28e4ba21b2ea67a9b9aaa11dfa7fcb19fd5", size = 15155182, upload-time = "2026-06-05T19:29:29.457Z" },
+    { url = "https://files.pythonhosted.org/packages/99/75/fe4d45bdd08afd66f3d5273db58f3d8a29365e52ce3a0851f7f5e5900943/botocore-1.43.19-py3-none-any.whl", hash = "sha256:99dbdccbf748974750601e805cecc9362a85d11fee89d6d58cd3f4ff302e6ff9", size = 15117709, upload-time = "2026-06-01T19:32:47.871Z" },
 ]
 
 [[package]]
@@ -629,7 +629,7 @@ requires-dist = [
     { name = "rs-parsepatch", specifier = "~=0.4.6" },
     { name = "scikit-learn", specifier = "~=1.7.2" },
     { name = "scipy", specifier = "~=1.17.1" },
-    { name = "searchfox", specifier = ">=0.14.0" },
+    { name = "searchfox", specifier = ">=0.16.0" },
     { name = "sendgrid", specifier = "~=6.12.5" },
     { name = "shap", extras = ["plots"], specifier = ">=0.51,<0.53" },
     { name = "spacy", marker = "extra == 'nlp'", specifier = "==3.8.14" },
@@ -938,20 +938,20 @@ wheels = [
 
 [[package]]
 name = "claude-agent-sdk"
-version = "0.2.93"
+version = "0.2.87"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "anyio" },
     { name = "mcp" },
     { name = "sniffio" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/33/9b/66f0f671095a80f78f80aace954f4475705de17933120ff61bc8acc31d68/claude_agent_sdk-0.2.93.tar.gz", hash = "sha256:4fa2f534028c9054eb34960497147df345cb0042331694dfacd54560dd6378bd", size = 253644, upload-time = "2026-06-06T01:44:57.726Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/26/dc/e2afd59a1dd6484b6500245fa2331a0d8c0b68e6c180bc29d8ce9540f38a/claude_agent_sdk-0.2.87.tar.gz", hash = "sha256:56f02a49a97f7be37e0cd7323494d1c09e52fb0db7ab94f53bba8a230bb4bd0e", size = 252063, upload-time = "2026-05-23T04:19:25Z" }
 wheels = [
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