diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index c5eb667..337653e 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -14,8 +14,8 @@ jobs:
     name: Generate eBPF Object
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v4 # v4.2.2
-      - uses: actions/setup-go@v5 # v5.3.0
+      - uses: actions/checkout@v6 # v4.2.2
+      - uses: actions/setup-go@v6 # v5.3.0
         with:
           go-version: '1.26.2'
       - name: Install toolchain
@@ -23,7 +23,7 @@ jobs:
       - name: Generate BPF
         run: make generate
       - name: Upload BPF object
-        uses: actions/upload-artifact@v4 # v4.6.1
+        uses: actions/upload-artifact@v7 # v4.6.1
         with:
           name: procscope-bpf-object
           path: internal/tracer/procscope_bpfel.o
@@ -37,12 +37,12 @@ jobs:
       matrix:
         go-version: ['1.26.2']
     steps:
-      - uses: actions/checkout@v4 # v4.2.2
-      - uses: actions/setup-go@v5 # v5.3.0
+      - uses: actions/checkout@v6 # v4.2.2
+      - uses: actions/setup-go@v6 # v5.3.0
         with:
           go-version: ${{ matrix.go-version }}
       - name: Download BPF object
-        uses: actions/download-artifact@v4 # v4.1.9
+        uses: actions/download-artifact@v8 # v4.1.9
         with:
           name: procscope-bpf-object
           path: internal/tracer
@@ -65,12 +65,12 @@ jobs:
     name: Lint
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v4 # v4.2.2
-      - uses: actions/setup-go@v5 # v5.3.0
+      - uses: actions/checkout@v6 # v4.2.2
+      - uses: actions/setup-go@v6 # v5.3.0
         with:
           go-version: '1.26.2'
       - name: golangci-lint
-        uses: golangci/golangci-lint-action@v6 # v6.1.1
+        uses: golangci/golangci-lint-action@v9 # v6.1.1
         continue-on-error: true
         with:
           version: v1.64.5
@@ -79,8 +79,8 @@ jobs:
     name: Vulnerability Check
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v4 # v4.2.2
-      - uses: actions/setup-go@v5 # v5.3.0
+      - uses: actions/checkout@v6 # v4.2.2
+      - uses: actions/setup-go@v6 # v5.3.0
         with:
           go-version: '1.26.2'
       - name: Install govulncheck
@@ -93,12 +93,12 @@ jobs:
     needs: generate-bpf
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v4 # v4.2.2
-      - uses: actions/setup-go@v5 # v5.3.0
+      - uses: actions/checkout@v6 # v4.2.2
+      - uses: actions/setup-go@v6 # v5.3.0
         with:
           go-version: '1.26.2'
       - name: Download BPF object
-        uses: actions/download-artifact@v4 # v4.1.9
+        uses: actions/download-artifact@v8 # v4.1.9
         with:
           name: procscope-bpf-object
           path: internal/tracer
@@ -113,7 +113,7 @@ jobs:
       - name: Lint Debian Package
         run: lintian ./procscope_*.deb || true
       - name: Upload Debian Package
-        uses: actions/upload-artifact@v4 # v4.6.1
+        uses: actions/upload-artifact@v7 # v4.6.1
         with:
           name: procscope-deb
           path: ./procscope_*.deb
@@ -127,9 +127,9 @@ jobs:
     steps:
       - name: Install dependencies
         run: pacman -Syu --noconfirm git go nodejs
-      - uses: actions/checkout@v4 # v4.2.2
+      - uses: actions/checkout@v6 # v4.2.2
       - name: Download BPF object
-        uses: actions/download-artifact@v4 # v4.1.9
+        uses: actions/download-artifact@v8 # v4.1.9
         with:
           name: procscope-bpf-object
           path: internal/tracer
@@ -139,7 +139,7 @@ jobs:
           chown -R builduser:builduser .
           su builduser -c "cd arch && makepkg -sf"
       - name: Upload Arch Package
-        uses: actions/upload-artifact@v4 # v4.6.1
+        uses: actions/upload-artifact@v7 # v4.6.1
         with:
           name: procscope-pkg-tar-zst
           path: arch/*.pkg.tar.zst
diff --git a/.github/workflows/growth-automation.yml b/.github/workflows/growth-automation.yml
index e2f6f7a..7910b6f 100644
--- a/.github/workflows/growth-automation.yml
+++ b/.github/workflows/growth-automation.yml
@@ -16,11 +16,11 @@ jobs:
       contents: write
       issues: write
     steps:
-      - uses: actions/checkout@v4 # v4.2.2
+      - uses: actions/checkout@v6 # v4.2.2
         with:
           fetch-depth: 0
 
-      - uses: actions/setup-python@v5 # v5.5.0
+      - uses: actions/setup-python@v6 # v5.5.0
         with:
           python-version: '3.11'
 
diff --git a/.github/workflows/packaging-quality.yml b/.github/workflows/packaging-quality.yml
index 55d54fc..4e31ba0 100644
--- a/.github/workflows/packaging-quality.yml
+++ b/.github/workflows/packaging-quality.yml
@@ -29,7 +29,7 @@ jobs:
       - name: Install deps
         run: pacman -Syu --noconfirm git go nodejs namcap
 
-      - uses: actions/checkout@v4 # v4.2.2
+      - uses: actions/checkout@v6 # v4.2.2
 
       - name: Validate .SRCINFO is in sync
         run: |
@@ -50,7 +50,7 @@ jobs:
     name: Debian metadata validation
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v4 # v4.2.2
+      - uses: actions/checkout@v6 # v4.2.2
 
       - name: Install packaging tools
         run: |
diff --git a/.github/workflows/release-preflight.yml b/.github/workflows/release-preflight.yml
index 5b539e4..9a4eb29 100644
--- a/.github/workflows/release-preflight.yml
+++ b/.github/workflows/release-preflight.yml
@@ -19,11 +19,11 @@ jobs:
     name: Validate release packaging consistency
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v4 # v4.2.2
+      - uses: actions/checkout@v6 # v4.2.2
         with:
           fetch-depth: 0
 
-      - uses: actions/setup-python@v5 # v5.5.0
+      - uses: actions/setup-python@v6 # v5.5.0
         with:
           python-version: '3.11'
 
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index f0ef3f3..a2a3277 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -15,15 +15,15 @@ jobs:
     permissions:
       contents: write
     steps:
-      - uses: actions/checkout@v4 # v4.2.2
+      - uses: actions/checkout@v6 # v4.2.2
         with:
           fetch-depth: 0
 
-      - uses: actions/setup-go@v5 # v5.3.0
+      - uses: actions/setup-go@v6 # v5.3.0
         with:
           go-version: '1.26.2'
 
-      - uses: actions/setup-python@v5 # v5.5.0
+      - uses: actions/setup-python@v6 # v5.5.0
         with:
           python-version: '3.11'
 
@@ -32,7 +32,7 @@ jobs:
           python scripts/release_preflight.py --tag "${GITHUB_REF_NAME}"
 
       - name: Run GoReleaser
-        uses: goreleaser/goreleaser-action@v6 # v6.4.0
+        uses: goreleaser/goreleaser-action@v7 # v6.4.0
         with:
           version: '~> v2'
           args: release --clean
diff --git a/.github/workflows/security-suite.yml b/.github/workflows/security-suite.yml
index a621d00..f3d9dc1 100644
--- a/.github/workflows/security-suite.yml
+++ b/.github/workflows/security-suite.yml
@@ -26,13 +26,13 @@ jobs:
       matrix:
         language: ['go']
     steps:
-      - uses: actions/checkout@v4 # v4.2.2
+      - uses: actions/checkout@v6 # v4.2.2
       - name: Setup Go
-        uses: actions/setup-go@v5 # v5.3.0
+        uses: actions/setup-go@v6 # v5.3.0
         with:
           go-version: '1.26.2'
       - name: Initialize CodeQL
-        uses: github/codeql-action/init@v3 # v3.28.10
+        uses: github/codeql-action/init@v4 # v3.28.10
         with:
           languages: ${{ matrix.language }}
       - name: Install toolchain
@@ -42,7 +42,7 @@ jobs:
       - name: Build
         run: make build
       - name: Perform CodeQL Analysis
-        uses: github/codeql-action/analyze@v3 # v3.28.10
+        uses: github/codeql-action/analyze@v4 # v3.28.10
 
   dependency-review:
     name: Dependency Review
@@ -52,7 +52,7 @@ jobs:
       contents: read
       pull-requests: write
     steps:
-      - uses: actions/checkout@v4 # v4.2.2
+      - uses: actions/checkout@v6 # v4.2.2
       - uses: actions/dependency-review-action@v4 # v4.9.1
 
   scorecard:
@@ -65,7 +65,7 @@ jobs:
       contents: read
       actions: read
     steps:
-      - uses: actions/checkout@v4 # v4.2.2
+      - uses: actions/checkout@v6 # v4.2.2
         with:
           persist-credentials: false
       - name: Run analysis
@@ -75,6 +75,6 @@ jobs:
           results_format: sarif
           publish_results: true
       - name: Upload SARIF
-        uses: github/codeql-action/upload-sarif@v3 # v3.28.10
+        uses: github/codeql-action/upload-sarif@v4 # v3.28.10
         with:
           sarif_file: results.sarif