diff --git a/.github/workflows/codeql.yml b/.github/workflows/codeql.yml
index 0a5fd68326..59f58b7236 100644
--- a/.github/workflows/codeql.yml
+++ b/.github/workflows/codeql.yml
@@ -58,7 +58,7 @@ jobs:
 
       # Initializes the CodeQL tools for scanning.
       - name: Initialize CodeQL
-        uses: github/codeql-action/init@64d10c13136e1c5bce3e5fbde8d4906eeaafc885 # v3.30.6
+        uses: github/codeql-action/init@e296a935590eb16afc0c0108289f68c87e2a89a5 # v4.30.7
         with:
           languages: ${{ matrix.language }}
           build-mode: ${{ matrix.build-mode }}
@@ -86,6 +86,6 @@ jobs:
           exit 1
 
       - name: Perform CodeQL Analysis
-        uses: github/codeql-action/analyze@64d10c13136e1c5bce3e5fbde8d4906eeaafc885 # v3.30.6
+        uses: github/codeql-action/analyze@e296a935590eb16afc0c0108289f68c87e2a89a5 # v4.30.7
         with:
           category: "/language:${{matrix.language}}"
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 3c1b888cfd..521aaf9cc8 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -11,7 +11,7 @@ ci:
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.13.3
+    rev: v0.14.0
     hooks:
       # Run the linter.
       - id: ruff
diff --git a/esphome/components/api/api_frame_helper_noise.cpp b/esphome/components/api/api_frame_helper_noise.cpp
index 92e3fcea7d..75fa671806 100644
--- a/esphome/components/api/api_frame_helper_noise.cpp
+++ b/esphome/components/api/api_frame_helper_noise.cpp
@@ -133,9 +133,6 @@ APIError APINoiseFrameHelper::loop() {
 }
 
 /** Read a packet into the rx_buf_.
- *
- * On success, rx_buf_ contains the frame data and state variables are cleared for the next read.
- * Caller is responsible for consuming rx_buf_ (e.g., via std::move).
  *
  * @return APIError::OK if a full packet is in rx_buf_
  *
diff --git a/esphome/components/api/api_frame_helper_plaintext.cpp b/esphome/components/api/api_frame_helper_plaintext.cpp
index 562b8b82a4..1635a57cd5 100644
--- a/esphome/components/api/api_frame_helper_plaintext.cpp
+++ b/esphome/components/api/api_frame_helper_plaintext.cpp
@@ -48,9 +48,6 @@ APIError APIPlaintextFrameHelper::loop() {
 }
 
 /** Read a packet into the rx_buf_.
- *
- * On success, rx_buf_ contains the frame data and state variables are cleared for the next read.
- * Caller is responsible for consuming rx_buf_ (e.g., via std::move).
  *
  * @return See APIError
  *
diff --git a/esphome/platformio_api.py b/esphome/platformio_api.py
index c7da01075d..a5a6411c2b 100644
--- a/esphome/platformio_api.py
+++ b/esphome/platformio_api.py
@@ -75,6 +75,9 @@ FILTER_PLATFORMIO_LINES = [
     r"Creating BIN file .*",
     r"Warning! Could not find file \".*.crt\"",
     r"Warning! Arduino framework as an ESP-IDF component doesn't handle the `variant` field! The default `esp32` variant will be used.",
+    r"Warning: DEPRECATED: 'esptool.py' is deprecated. Please use 'esptool' instead. The '.py' suffix will be removed in a future major release.",
+    r"Warning: esp-idf-size exited with code 2",
+    r"esp_idf_size: error: unrecognized arguments: --ng",
 ]
 
 
diff --git a/requirements.txt b/requirements.txt
index 2fbf2ba804..81d3638c08 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -12,7 +12,7 @@ platformio==6.1.18  # When updating platformio, also update /docker/Dockerfile
 esptool==5.1.0
 click==8.1.7
 esphome-dashboard==20250904.0
-aioesphomeapi==41.11.0
+aioesphomeapi==41.12.0
 zeroconf==0.148.0
 puremagic==1.30
 ruamel.yaml==0.18.15 # dashboard_import
diff --git a/requirements_test.txt b/requirements_test.txt
index 79018261f2..76a305367a 100644
--- a/requirements_test.txt
+++ b/requirements_test.txt
@@ -1,6 +1,6 @@
 pylint==3.3.9
 flake8==7.3.0  # also change in .pre-commit-config.yaml when updating
-ruff==0.13.3  # also change in .pre-commit-config.yaml when updating
+ruff==0.14.0  # also change in .pre-commit-config.yaml when updating
 pyupgrade==3.20.0  # also change in .pre-commit-config.yaml when updating
 pre-commit
 
diff --git a/script/helpers.py b/script/helpers.py
index 38e6fcbd1e..61306b9489 100644
--- a/script/helpers.py
+++ b/script/helpers.py
@@ -529,7 +529,16 @@ def get_all_dependencies(component_names: set[str]) -> set[str]:
             new_components.update(dep.split(".")[0] for dep in comp.dependencies)
 
             # Add auto_load components
-            new_components.update(comp.auto_load)
+            auto_load = comp.auto_load
+            if callable(auto_load):
+                import inspect
+
+                if inspect.signature(auto_load).parameters:
+                    auto_load = auto_load(None)
+                else:
+                    auto_load = auto_load()
+
+            new_components.update(auto_load)
 
         # Check if we found any new components
         new_components -= all_components