diff --git a/.github/workflows/backup.yml b/.github/workflows/backup.yml
index 354cf4d..8dc5462 100644
--- a/.github/workflows/backup.yml
+++ b/.github/workflows/backup.yml
@@ -14,7 +14,7 @@ jobs:
     timeout-minutes: 20
     steps:
       - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0 # v7.0.0
-      - uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+      - uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
         with:
           python-version: "3.11"
       - name: Install dependencies
diff --git a/.github/workflows/benchmark-arm.yml b/.github/workflows/benchmark-arm.yml
index 655fd77..8df6e7e 100644
--- a/.github/workflows/benchmark-arm.yml
+++ b/.github/workflows/benchmark-arm.yml
@@ -18,7 +18,7 @@ jobs:
     timeout-minutes: 30
     steps:
       - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0 # v7.0.0
-      - uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+      - uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
         with:
           python-version: "3.11"
       - name: Install dependencies
diff --git a/.github/workflows/chaos.yml b/.github/workflows/chaos.yml
index f9f93bb..ed23b00 100644
--- a/.github/workflows/chaos.yml
+++ b/.github/workflows/chaos.yml
@@ -22,7 +22,7 @@ jobs:
     steps:
       - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0 # v7.0.0
 
-      - uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+      - uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
         with:
           python-version: "3.11"
 
@@ -72,7 +72,7 @@ jobs:
     steps:
       - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0 # v7.0.0
 
-      - uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+      - uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
         with:
           python-version: "3.11"
 
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index e3feaf1..3b41c8c 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -18,7 +18,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0 # v7.0.0
-      - uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+      - uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
         with:
           python-version: "3.11"
       - name: Install dependencies
@@ -37,7 +37,7 @@ jobs:
       - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0 # v7.0.0
         with:
           fetch-depth: 2
-      - uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+      - uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
         with:
           python-version: "3.11"
       - name: Install dependencies
@@ -53,7 +53,7 @@ jobs:
       id-token: write
     steps:
       - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0 # v7.0.0
-      - uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+      - uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
         with:
           python-version: "3.11"
       - name: Install dependencies
@@ -181,7 +181,7 @@ jobs:
           CLICKHOUSE_DB: agentflow
     steps:
       - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0 # v7.0.0
-      - uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+      - uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
         with:
           python-version: "3.11"
       - name: Install dependencies
@@ -211,12 +211,12 @@ jobs:
     timeout-minutes: 8
     steps:
       - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0 # v7.0.0
-      - uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+      - uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
         with:
           python-version: "3.11"
       - name: Install dependencies
         run: pip install -e ".[dev]"
-      - uses: azure/setup-helm@dda3372f752e03dde6b3237bc9431cdc2f7a02a2 # v5.0.0
+      - uses: azure/setup-helm@9bc31f4ebc9c6b171d7bfbaa5d006ae7abdb4310 # v5.0.1
       - uses: helm/kind-action@ef37e7f390d99f746eb8b610417061a60e82a6cc # v1.14.0
         with:
           install_only: true
@@ -233,7 +233,7 @@ jobs:
     timeout-minutes: 20
     steps:
       - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0 # v7.0.0
-      - uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+      - uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
         with:
           python-version: "3.11"
       - name: Install dependencies
diff --git a/.github/workflows/container-attestation.yml b/.github/workflows/container-attestation.yml
index 65c0dd7..dda8fac 100644
--- a/.github/workflows/container-attestation.yml
+++ b/.github/workflows/container-attestation.yml
@@ -124,7 +124,7 @@ jobs:
           IMAGE_DIGEST: ${{ steps.build.outputs.digest }}
         run: cosign sign --yes ${IMAGE_REF}@${IMAGE_DIGEST}
 
-      - uses: actions/attest-build-provenance@a2bbfa25375fe432b6a289bc6b6cd05ecd0c4c32 # v4.1.0
+      - uses: actions/attest-build-provenance@0f67c3f4856b2e3261c31976d6725780e5e4c373 # v4.1.1
         with:
           subject-name: ${{ env.IMAGE_REF }}
           subject-digest: ${{ steps.build.outputs.digest }}
@@ -166,7 +166,7 @@ jobs:
           IMAGE_DIGEST: ${{ env.IMAGE_DIGEST }}
         run: cosign sign --yes ${IMAGE_REF}@${IMAGE_DIGEST}
 
-      - uses: actions/attest-build-provenance@a2bbfa25375fe432b6a289bc6b6cd05ecd0c4c32 # v4.1.0
+      - uses: actions/attest-build-provenance@0f67c3f4856b2e3261c31976d6725780e5e4c373 # v4.1.1
         with:
           subject-name: ${{ inputs.image_ref }}
           subject-digest: ${{ inputs.image_digest }}
diff --git a/.github/workflows/contract.yml b/.github/workflows/contract.yml
index b144be1..78fd871 100644
--- a/.github/workflows/contract.yml
+++ b/.github/workflows/contract.yml
@@ -61,7 +61,7 @@ jobs:
       - name: Skip note (no contract-relevant changes)
         if: steps.changes.outputs.relevant == 'false'
         run: echo "No contract-relevant changes - suite skipped, required check passes."
-      - uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+      - uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
         if: steps.changes.outputs.relevant == 'true'
         with:
           python-version: "3.11"
diff --git a/.github/workflows/dora.yml b/.github/workflows/dora.yml
index 69a063a..c8fba7c 100644
--- a/.github/workflows/dora.yml
+++ b/.github/workflows/dora.yml
@@ -20,7 +20,7 @@ jobs:
       - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0 # v7.0.0
         with:
           fetch-depth: 0
-      - uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+      - uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
         with:
           python-version: "3.11"
       - name: Ensure local main ref
diff --git a/.github/workflows/e2e.yml b/.github/workflows/e2e.yml
index 6f83a05..322c388 100644
--- a/.github/workflows/e2e.yml
+++ b/.github/workflows/e2e.yml
@@ -21,7 +21,7 @@ jobs:
     steps:
       - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0 # v7.0.0
 
-      - uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+      - uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
         with:
           python-version: "3.11"
 
diff --git a/.github/workflows/load-test.yml b/.github/workflows/load-test.yml
index 164a03d..a6af60e 100644
--- a/.github/workflows/load-test.yml
+++ b/.github/workflows/load-test.yml
@@ -23,7 +23,7 @@ jobs:
     steps:
       - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0 # v7.0.0
 
-      - uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+      - uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
         with:
           python-version: "3.11"
 
diff --git a/.github/workflows/mutation.yml b/.github/workflows/mutation.yml
index 42ef6b9..c031c41 100644
--- a/.github/workflows/mutation.yml
+++ b/.github/workflows/mutation.yml
@@ -14,7 +14,7 @@ jobs:
     timeout-minutes: 60
     steps:
       - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0 # v7.0.0
-      - uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+      - uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
         with:
           python-version: "3.11"
       - name: Install dependencies
diff --git a/.github/workflows/perf-regression.yml b/.github/workflows/perf-regression.yml
index b9a815c..3ebdf5b 100644
--- a/.github/workflows/perf-regression.yml
+++ b/.github/workflows/perf-regression.yml
@@ -14,7 +14,7 @@ jobs:
     steps:
       - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0 # v7.0.0
 
-      - uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+      - uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
         with:
           python-version: "3.11"
 
diff --git a/.github/workflows/performance.yml b/.github/workflows/performance.yml
index 185ab71..0816252 100644
--- a/.github/workflows/performance.yml
+++ b/.github/workflows/performance.yml
@@ -14,7 +14,7 @@ jobs:
     timeout-minutes: 20
     steps:
       - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0 # v7.0.0
-      - uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+      - uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
         with:
           python-version: "3.11"
       - name: Install dependencies
diff --git a/.github/workflows/publish-pypi.yml b/.github/workflows/publish-pypi.yml
index 91a353a..463a57b 100644
--- a/.github/workflows/publish-pypi.yml
+++ b/.github/workflows/publish-pypi.yml
@@ -22,7 +22,7 @@ jobs:
     steps:
       - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0 # v7.0.0
 
-      - uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+      - uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
         with:
           python-version: "3.11"
 
diff --git a/.github/workflows/security.yml b/.github/workflows/security.yml
index ec6dd6c..e830ed5 100644
--- a/.github/workflows/security.yml
+++ b/.github/workflows/security.yml
@@ -20,7 +20,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0 # v7.0.0
-      - uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+      - uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
         with:
           python-version: "3.11"
       - name: Install Bandit
@@ -34,7 +34,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0 # v7.0.0
-      - uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+      - uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
         with:
           python-version: "3.11"
       - name: Resolve Safety dependency inputs
diff --git a/.github/workflows/staging-deploy.yml b/.github/workflows/staging-deploy.yml
index 236e787..7d6cdd2 100644
--- a/.github/workflows/staging-deploy.yml
+++ b/.github/workflows/staging-deploy.yml
@@ -19,7 +19,7 @@ jobs:
     steps:
       - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0 # v7.0.0
 
-      - uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+      - uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
         with:
           python-version: "3.11"
 
@@ -34,7 +34,7 @@ jobs:
       - name: Prepare pytest temp directory
         run: mkdir -p .tmp
 
-      - uses: azure/setup-helm@dda3372f752e03dde6b3237bc9431cdc2f7a02a2 # v5.0.0
+      - uses: azure/setup-helm@9bc31f4ebc9c6b171d7bfbaa5d006ae7abdb4310 # v5.0.1
 
       - uses: helm/kind-action@ef37e7f390d99f746eb8b610417061a60e82a6cc # v1.14.0
         with:
diff --git a/.github/workflows/terraform-apply.yml b/.github/workflows/terraform-apply.yml
index d041071..2014f2b 100644
--- a/.github/workflows/terraform-apply.yml
+++ b/.github/workflows/terraform-apply.yml
@@ -88,7 +88,7 @@ jobs:
             *) echo "Unsupported environment: ${{ inputs.environment }}" >&2; exit 1 ;;
           esac
 
-      - uses: aws-actions/configure-aws-credentials@e7f100cf4c008499ea8adda475de1042d6975c7b # v6.2.0
+      - uses: aws-actions/configure-aws-credentials@254c19bd240aabef8777f48595e9d2d7b972184b # v6.2.1
         with:
           role-to-assume: ${{ vars.AWS_TERRAFORM_ROLE_ARN }}
           aws-region: ${{ vars.AWS_REGION }}
@@ -135,7 +135,7 @@ jobs:
             *) echo "Unsupported environment: ${{ inputs.environment }}" >&2; exit 1 ;;
           esac
 
-      - uses: aws-actions/configure-aws-credentials@e7f100cf4c008499ea8adda475de1042d6975c7b # v6.2.0
+      - uses: aws-actions/configure-aws-credentials@254c19bd240aabef8777f48595e9d2d7b972184b # v6.2.1
         with:
           role-to-assume: ${{ vars.AWS_TERRAFORM_ROLE_ARN }}
           aws-region: ${{ vars.AWS_REGION }}