diff --git a/app/community_prs.py b/app/community_prs.py
index a38c5dd..1db1f68 100644
--- a/app/community_prs.py
+++ b/app/community_prs.py
@@ -11,6 +11,7 @@
     fetch_pr_info,
     get_all_github_prs,
 )
+from app.utils.streamlit_date_input import normalize_date_range
 
 st.set_page_config(
     page_title="Community PRs",
@@ -205,10 +206,8 @@ def get_change_types(labels: list) -> list[str]:
         max_value=max_date,
     )
 
-    # Filter data based on selected date range
-    # date_input can return () or (start,) or (start, end) depending on user input
-    start_date = date_range[0] if len(date_range) > 0 else None
-    end_date = date_range[1] if len(date_range) > 1 else None
+    # Streamlit can temporarily return partial tuples while a range is being edited.
+    start_date, end_date = normalize_date_range(date_range)
     if start_date and end_date:
         df_filtered = all_prs_df[
             (all_prs_df["created_at"].dt.date >= start_date) & (all_prs_df["created_at"].dt.date <= end_date)
diff --git a/app/flaky_tests.py b/app/flaky_tests.py
index be4961a..61f1f34 100644
--- a/app/flaky_tests.py
+++ b/app/flaky_tests.py
@@ -1,5 +1,6 @@
 from __future__ import annotations
 
+import math
 from collections import Counter
 from datetime import date, datetime
 from typing import Any
@@ -144,7 +145,10 @@ def extract_browser(test_name: str) -> str | None:
 else:
     flaky_tests_df["Workflow Failure Probability"] = float("nan")
 
-overall_failure_prob: float = 1 - (1 - flaky_tests_df["Workflow Failure Probability"].fillna(0).astype(float)).prod()  # type: ignore[operator,assignment]
+workflow_failure_probabilities = [
+    float(probability) for probability in flaky_tests_df["Workflow Failure Probability"].fillna(0).tolist()
+]
+overall_failure_prob = 1.0 - math.prod(1.0 - probability for probability in workflow_failure_probabilities)
 
 
 total_flaky_failures = int(flaky_tests_df["Failures"].sum())
diff --git a/app/github_issue_download.py b/app/github_issue_download.py
index 11e3885..21f4256 100644
--- a/app/github_issue_download.py
+++ b/app/github_issue_download.py
@@ -85,11 +85,15 @@ def _format_issue_record(
 if "issues_state" not in st.session_state:
     st.session_state["issues_state"] = "all"
 
+issue_state_options: tuple[IssueState, IssueState, IssueState] = ("open", "closed", "all")
+saved_issue_state = st.session_state["issues_state"]
+default_issue_state: IssueState = saved_issue_state if saved_issue_state in issue_state_options else "all"
+
 with st.form("issue_download_form"):
-    issue_state = st.selectbox(
+    issue_state: IssueState = st.selectbox(
         "Issue state",
-        options=["open", "closed", "all"],
-        index=["open", "closed", "all"].index(st.session_state["issues_state"]),
+        options=issue_state_options,
+        index=issue_state_options.index(default_issue_state),
         help="GitHub issues state to fetch.",
     )
     include_prs = st.checkbox(
@@ -101,8 +105,7 @@ def _format_issue_record(
 
 if submit:
     with st.spinner("Fetching issues from GitHub…"):
-        # Cast is safe because selectbox options are limited to these values
-        raw_issues = _fetch_issue_data(issue_state)  # type: ignore[arg-type]
+        raw_issues = _fetch_issue_data(issue_state)
 
     records: list[dict[str, object]] = []
     for issue in raw_issues:
diff --git a/app/issue_reactions.py b/app/issue_reactions.py
index 6fa541c..c184b50 100644
--- a/app/issue_reactions.py
+++ b/app/issue_reactions.py
@@ -9,6 +9,7 @@
 
 from app.utils.github_utils import get_all_github_issues
 from app.utils.issue_formatting import get_issue_type, reactions_to_str
+from app.utils.streamlit_date_input import normalize_date_range
 
 DEFAULT_ISSUES_FOLDER = "issues"
 PATH_OF_SCRIPT = pathlib.Path(__file__).parent.resolve()
@@ -56,10 +57,8 @@
     # Filter who closed the issue:
     closed_by_filter = st.text_input("Closed by", value=st.query_params.get("closed_by", ""))
 
-    # Filter data based on selected date range
-    # date_input can return () or (start,) or (start, end) depending on user input
-    start_date = date_range[0] if len(date_range) > 0 else None
-    end_date = date_range[1] if len(date_range) > 1 else None
+    # Streamlit can temporarily return partial tuples while a range is being edited.
+    start_date, end_date = normalize_date_range(date_range)
     if start_date and end_date:
         df_filtered = all_issues_df[
             (all_issues_df["closed_at"].dt.date >= start_date) & (all_issues_df["closed_at"].dt.date <= end_date)
diff --git a/app/perf/utils/test_diff_analyzer.py b/app/perf/utils/test_diff_analyzer.py
index 04aace6..26194a1 100644
--- a/app/perf/utils/test_diff_analyzer.py
+++ b/app/perf/utils/test_diff_analyzer.py
@@ -61,13 +61,14 @@ def _extract_react_profile_metrics(
         stable_test_name (str): Stable test name.
     """
     phase_data = all_phases[index][react_profile_key][phase]
-    metrics = phase_data.keys()
-    for metric in metrics:
-        key = f"{react_profile_key}__{phase}__{metric}"
+    phase_metrics = (
+        ("duration_ms", phase_data["duration_ms"]),
+        ("count", phase_data["count"]),
+    )
+    for metric_name, metric_value in phase_metrics:
+        key = f"{react_profile_key}__{phase}__{metric_name}"
         if key not in results_per_test[stable_test_name]:
             results_per_test[stable_test_name][key] = []
-        # Access by variable key - cast to handle TypedDict limitations
-        metric_value: float | int = phase_data[metric]  # type: ignore[literal-required]
         results_per_test[stable_test_name][key].append(metric_value)
 
 
diff --git a/app/utils/github_graphql_utils.py b/app/utils/github_graphql_utils.py
index f59ea4a..5a0eb25 100644
--- a/app/utils/github_graphql_utils.py
+++ b/app/utils/github_graphql_utils.py
@@ -255,8 +255,8 @@ def _extract_pr_metrics(
     for review in all_reviews:
         author_info = review.get("author") or {}
         login = author_info.get("login")
-        if _is_human_reviewer(author_info.get("__typename", ""), login, ignore_bots):
-            reviewer_logins.add(login)  # type: ignore[arg-type]
+        if login and _is_human_reviewer(author_info.get("__typename", ""), login, ignore_bots):
+            reviewer_logins.add(login)
 
     reviewers = sorted(reviewer_logins)
 
diff --git a/app/utils/github_utils.py b/app/utils/github_utils.py
index 5c845b3..c1cd73e 100644
--- a/app/utils/github_utils.py
+++ b/app/utils/github_utils.py
@@ -5,14 +5,14 @@
 import json
 import urllib.parse
 from io import BytesIO
-from typing import TYPE_CHECKING, Any, Final, Literal, cast
+from typing import TYPE_CHECKING, Any, Final, Literal, Protocol, cast
 from zipfile import ZipFile
 
 import requests
 import streamlit as st
 
 if TYPE_CHECKING:
-    from collections.abc import Iterator
+    from collections.abc import Callable, Iterator
     from datetime import date
 
 # Streamlit team members:
@@ -165,6 +165,12 @@ def __init__(self, message: str, partial_data: Any) -> None:
         self.partial_data = partial_data
 
 
+class _PullRequestFilesPayloadFetcher(Protocol):
+    def __call__(self, repo: str, pr_number: int) -> tuple[list[dict[str, Any]], str | None]: ...
+
+    clear: Callable[..., None]
+
+
 @st.cache_data(ttl=60 * 10, max_entries=256, show_spinner=False)
 def fetch_issue_payload(repo: str, issue_number: int | str) -> tuple[dict[str, Any] | None, str | None]:
     """Fetch issue payload and return (data, error_message)."""
@@ -351,7 +357,7 @@ def _fetch_pull_request_files_payload_cached(repo: str, pr_number: int) -> list[
     return files
 
 
-def fetch_pull_request_files_payload(repo: str, pr_number: int) -> tuple[list[dict[str, Any]], str | None]:
+def _fetch_pull_request_files_payload(repo: str, pr_number: int) -> tuple[list[dict[str, Any]], str | None]:
     """Fetch all changed files for a pull request."""
     try:
         return _fetch_pull_request_files_payload_cached(repo, pr_number), None
@@ -359,7 +365,8 @@ def fetch_pull_request_files_payload(repo: str, pr_number: int) -> tuple[list[di
         return cast("list[dict[str, Any]]", exc.partial_data), str(exc)
 
 
-fetch_pull_request_files_payload.clear = _fetch_pull_request_files_payload_cached.clear  # type: ignore[attr-defined]
+fetch_pull_request_files_payload = cast("_PullRequestFilesPayloadFetcher", _fetch_pull_request_files_payload)
+fetch_pull_request_files_payload.clear = _fetch_pull_request_files_payload_cached.clear
 
 
 @st.cache_data(ttl=300, max_entries=256, show_spinner=False)
diff --git a/app/utils/streamlit_date_input.py b/app/utils/streamlit_date_input.py
new file mode 100644
index 0000000..725b1eb
--- /dev/null
+++ b/app/utils/streamlit_date_input.py
@@ -0,0 +1,18 @@
+from __future__ import annotations
+
+from datetime import date
+
+type DateInputValue = date | tuple[()] | tuple[date] | tuple[date, date]
+
+
+def normalize_date_range(date_input_value: DateInputValue) -> tuple[date | None, date | None]:
+    """Normalize a Streamlit date_input value into a start/end tuple."""
+    match date_input_value:
+        case (start_date, end_date):
+            return start_date, end_date
+        case (start_date,):
+            return start_date, None
+        case _ if isinstance(date_input_value, date):
+            return date_input_value, date_input_value
+        case _:
+            return None, None
diff --git a/pyproject.toml b/pyproject.toml
index e2a99bc..48d04c0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -48,7 +48,7 @@ default-groups = ["dev"]
 dev = [
   "pytest>=9.0.2",
   "ruff==0.15.12",
-  "ty==0.0.12",
+  "ty==0.0.34",
   "mypy==1.20.2",
   "watchdog",
   "pandas-stubs",
diff --git a/uv.lock b/uv.lock
index 0ba4671..acd4ae3 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1624,7 +1624,7 @@ dev = [
     { name = "pre-commit", specifier = ">=4.5.1" },
     { name = "pytest", specifier = ">=9.0.2" },
     { name = "ruff", specifier = "==0.15.12" },
-    { name = "ty", specifier = "==0.0.12" },
+    { name = "ty", specifier = "==0.0.34" },
     { name = "watchdog" },
 ]
 
@@ -1773,27 +1773,26 @@ wheels = [
 
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