diff --git a/app/frontend_bundle_analysis.py b/app/frontend_bundle_analysis.py
index 1339fd9..928d169 100644
--- a/app/frontend_bundle_analysis.py
+++ b/app/frontend_bundle_analysis.py
@@ -264,7 +264,7 @@ def render_bundle_treemap(title: str, bundle_data: list | None) -> None:
         color_continuous_scale="Blues",
         hover_data={"Size (Human)": True},
     )
-    fig.update_traces(hovertemplate="<b>%{label}</b><br>Size: %{customdata[0]}<extra></extra>")  # noqa: RUF027
+    fig.update_traces(hovertemplate="<b>%{label}</b><br>Size: %{customdata[0]}<extra></extra>")  # ruff:ignore[missing-f-string-syntax]
 
     st.markdown(f"**{title}**")
     st.plotly_chart(fig, width="stretch")
diff --git a/app/github_stats.py b/app/github_stats.py
index bb9fa8f..254f6cf 100644
--- a/app/github_stats.py
+++ b/app/github_stats.py
@@ -1,6 +1,6 @@
 import operator
 import re
-import subprocess  # noqa: S404
+import subprocess  # ruff:ignore[suspicious-subprocess-import]
 import tempfile
 from datetime import date
 
@@ -32,8 +32,8 @@ def get_git_fame_stats() -> dict:
     # Use a temporary directory
     with tempfile.TemporaryDirectory() as temp_dir:
         # Clone the repository
-        subprocess.run(  # noqa: S603
-            ["git", "clone", "https://github.com/" + GITHUB_REPO, temp_dir],  # noqa: S607
+        subprocess.run(  # ruff:ignore[subprocess-without-shell-equals-true]
+            ["git", "clone", "https://github.com/" + GITHUB_REPO, temp_dir],  # ruff:ignore[start-process-with-partial-path]
             check=True,
             capture_output=True,
         )
diff --git a/app/issue_explorer.py b/app/issue_explorer.py
index e8b3f2e..2b34af8 100644
--- a/app/issue_explorer.py
+++ b/app/issue_explorer.py
@@ -184,4 +184,4 @@ def issue_sort_key(issue_name: str) -> tuple[int, int, str]:
         script_content = pathlib.Path(selected_issue_folder_path.joinpath(DEFAULT_SCRIPT_NAME)).read_text(
             encoding="utf-8"
         )
-        exec(script_content)  # noqa: S102
+        exec(script_content)  # ruff:ignore[exec-builtin]
diff --git a/app/load_testing.py b/app/load_testing.py
index 092afe6..d553366 100644
--- a/app/load_testing.py
+++ b/app/load_testing.py
@@ -92,7 +92,7 @@ def _parse_load_test_payload(content: bytes) -> dict[str, Any] | None:
                 if name.endswith(".json"):
                     with zip_file.open(name) as f:
                         return json.load(f)
-    except Exception:  # noqa: S110
+    except Exception:  # ruff:ignore[try-except-pass]
         pass
 
     return None
diff --git a/app/perf/utils/artifacts.py b/app/perf/utils/artifacts.py
index 073b8fe..122a1c7 100644
--- a/app/perf/utils/artifacts.py
+++ b/app/perf/utils/artifacts.py
@@ -69,7 +69,7 @@ def _extract_lighthouse_scores(zip_bytes: bytes) -> dict[str, float]:
             continue
         try:
             score = payload["categories"]["performance"]["score"]
-        except Exception:  # noqa: S112
+        except Exception:  # ruff:ignore[try-except-continue]
             continue
 
         # Keep the same (slightly odd) key derivation behavior as the prior disk-based parser.
diff --git a/app/perf/utils/perf_github_artifacts.py b/app/perf/utils/perf_github_artifacts.py
index bfda412..c97c234 100644
--- a/app/perf/utils/perf_github_artifacts.py
+++ b/app/perf/utils/perf_github_artifacts.py
@@ -38,7 +38,7 @@ def process_artifact(
             continue
         try:
             score = payload["categories"]["performance"]["score"]
-        except Exception:  # noqa: S112
+        except Exception:  # ruff:ignore[try-except-continue]
             continue
 
         parts = member_name.split("_-_")
diff --git a/app/utils/agent_wiki.py b/app/utils/agent_wiki.py
index 338041f..e168303 100644
--- a/app/utils/agent_wiki.py
+++ b/app/utils/agent_wiki.py
@@ -4,7 +4,7 @@
 import posixpath
 import re
 import shutil
-import subprocess  # noqa: S404
+import subprocess  # ruff:ignore[suspicious-subprocess-import]
 import tempfile
 from pathlib import Path
 from typing import TypedDict
@@ -56,8 +56,8 @@ def _run_git_command(
     cwd: Path | None = None,
 ) -> tuple[str | None, str | None]:
     try:
-        completed_process = subprocess.run(  # noqa: S603
-            ["git", *args],  # noqa: S607
+        completed_process = subprocess.run(  # ruff:ignore[subprocess-without-shell-equals-true]
+            ["git", *args],  # ruff:ignore[start-process-with-partial-path]
             cwd=cwd,
             check=False,
             capture_output=True,
diff --git a/app/utils/smokeshow.py b/app/utils/smokeshow.py
index 69b1701..cb556e2 100644
--- a/app/utils/smokeshow.py
+++ b/app/utils/smokeshow.py
@@ -68,7 +68,7 @@ async def upload_to_smokeshow(directory_path: Path) -> str:
         upload_root: str = obj["url"]
 
         # Create a list of files to upload
-        files_to_upload = [(p, p.relative_to(directory_path)) for p in directory_path.glob("**/*") if p.is_file()]  # noqa: ASYNC240
+        files_to_upload = [(p, p.relative_to(directory_path)) for p in directory_path.glob("**/*") if p.is_file()]  # ruff:ignore[blocking-path-method-in-async-function]
 
         # Create a semaphore to limit concurrent uploads to 60
         semaphore = asyncio.Semaphore(SMOKESHOW_MAX_CONCURRENT_UPLOADS)
@@ -105,7 +105,7 @@ async def _upload_file(
     upload_root: str,
     file_path: Path,
     rel_path: Path,
-    timeout: int,  # noqa: ASYNC109
+    timeout: int,  # ruff:ignore[async-function-with-timeout]
 ) -> None:
     """Upload a single file to smokeshow."""
     url_path = str(rel_path)
@@ -119,7 +119,7 @@ async def _upload_file(
     try:
         response = await client.post(
             upload_root + url_path,
-            content=file_path.read_bytes(),  # noqa: ASYNC240
+            content=file_path.read_bytes(),  # ruff:ignore[blocking-path-method-in-async-function]
             headers=headers,
             timeout=timeout,
         )
diff --git a/pyproject.toml b/pyproject.toml
index 94a6a3a..4795c11 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -47,7 +47,7 @@ default-groups = ["dev"]
 [dependency-groups]
 dev = [
   "pytest>=9.0.2",
-  "ruff==0.15.21",
+  "ruff==0.15.22",
   "ty==0.0.62",
   "mypy==2.3.0",
   "watchdog",
@@ -81,40 +81,40 @@ ignore = [
   "DOC", # Checks for correct docstring format.
   "FBT", # Checks for Boolean-typed positional argument in function definition.
   # Ignored rules (sorted alphabetically):
-  "ANN401",  # Allow Any type in annotations.
-  "COM812",  # Trailing comma missing. Not recommended with formatter.
-  "COM819",  # Trailing comma prohibited. Not recommended with formatter.
-  "D100",    # Missing docstring in public module.
-  "D101",    # Missing docstring in public class.
-  "D103",    # Missing docstring in public function.
-  "D104",    # Missing docstring in public package.
-  "D107",    # Missing docstring in __init__.
-  "E501",    # Line too long. Ignored for user-facing strings and help text.
-  "ERA001",  # Commented out code.
-  "FIX002",  # Disallow TODO comments.
-  "FURB152", # Math constants should use math module.
-  "PLC0415", # Imports not at top-level.
-  "PLC2701", # Import of private name.
-  "PLR0904", # Too many public methods.
-  "PLR0911", # Too many return statements.
-  "PLR0912", # Too many branches.
-  "PLR0913", # Too many arguments.
-  "PLR0914", # Too many local variables.
-  "PLR0915", # Too many statements.
-  "PLR0916", # Too many boolean expressions.
-  "PLR0917", # Too many positional arguments.
-  "PLR1702", # Too many nested blocks.
-  "PLR2004", # Magic value used in comparison.
-  "PLR6301", # Method could be function (no self usage).
-  "PLW0717", # Too many statements in try clause.
-  "RET504",  # Unnecessary assignment before return.
-  "RUF052",  # Dummy variable accessed.
-  "RUF067",  # Non-empty __init__ module.
-  "SIM117",  # Multiple with statements should be combined.
-  "T201",    # Print statement found.
-  "TD002",   # Missing author in TODO.
-  "TD003",   # Missing issue link in TODO.
-  "TRY300",  # Consider else block instead of return in try.
+  "any-type",  # Allow Any type in annotations.
+  "missing-trailing-comma",  # Trailing comma missing. Not recommended with formatter.
+  "prohibited-trailing-comma",  # Trailing comma prohibited. Not recommended with formatter.
+  "undocumented-public-module",    # Missing docstring in public module.
+  "undocumented-public-class",    # Missing docstring in public class.
+  "undocumented-public-function",    # Missing docstring in public function.
+  "undocumented-public-package",    # Missing docstring in public package.
+  "undocumented-public-init",    # Missing docstring in __init__.
+  "line-too-long",    # Line too long. Ignored for user-facing strings and help text.
+  "commented-out-code",  # Commented out code.
+  "line-contains-todo",  # Disallow TODO comments.
+  "math-constant", # Math constants should use math module.
+  "import-outside-top-level", # Imports not at top-level.
+  "import-private-name", # Import of private name.
+  "too-many-public-methods", # Too many public methods.
+  "too-many-return-statements", # Too many return statements.
+  "too-many-branches", # Too many branches.
+  "too-many-arguments", # Too many arguments.
+  "too-many-locals", # Too many local variables.
+  "too-many-statements", # Too many statements.
+  "too-many-boolean-expressions", # Too many boolean expressions.
+  "too-many-positional-arguments", # Too many positional arguments.
+  "too-many-nested-blocks", # Too many nested blocks.
+  "magic-value-comparison", # Magic value used in comparison.
+  "no-self-use", # Method could be function (no self usage).
+  "too-many-statements-in-try-clause", # Too many statements in try clause.
+  "unnecessary-assign",  # Unnecessary assignment before return.
+  "used-dummy-variable",  # Dummy variable accessed.
+  "non-empty-init-module",  # Non-empty __init__ module.
+  "multiple-with-statements",  # Multiple with statements should be combined.
+  "print",    # Print statement found.
+  "missing-todo-author",   # Missing author in TODO.
+  "missing-todo-link",   # Missing issue link in TODO.
+  "try-consider-else",  # Consider else block instead of return in try.
 ]
 
 [tool.ruff.lint.per-file-ignores]
@@ -128,7 +128,7 @@ ignore = [
   "S",      # Ignore bandit security rules (test code doesn't need security hardening).
   "TRY",    # Ignore tryceratops rules (simpler exception handling in tests).
 ]
-extend-safe-fixes = ["TC002", "TC003"]
+extend-safe-fixes = ["typing-only-third-party-import", "typing-only-standard-library-import"]
 
 [tool.ruff.lint.isort]
 known-first-party = ["app"]
diff --git a/uv.lock b/uv.lock
index ae1bb5c..12bdc37 100644
--- a/uv.lock
+++ b/uv.lock
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 [[package]]
@@ -1634,7 +1634,7 @@ dev = [
     { name = "pandas-stubs" },
     { name = "pre-commit", specifier = ">=4.5.1" },
     { name = "pytest", specifier = ">=9.0.2" },
-    { name = "ruff", specifier = "==0.15.21" },
+    { name = "ruff", specifier = "==0.15.22" },
     { name = "ty", specifier = "==0.0.62" },
     { name = "watchdog" },
 ]