diff --git a/.github/actions/run-service/action.yml b/.github/actions/run-service/action.yml
new file mode 100644
index 0000000000..5267c7ce25
--- /dev/null
+++ b/.github/actions/run-service/action.yml
@@ -0,0 +1,34 @@
+name: Run service
+description: Runs a Docker image from cache
+inputs:
+  repository:
+    required: true
+    description: The repository of the image to warm up
+  tag:
+    required: true
+    description: The tag of the image to warm up (latest tag not supported)
+  flags:
+    required: true
+    description: The flags to pass to the service
+runs:
+  using: "composite"
+  steps:
+    - name: Build cache filename
+      id: build_cache_filename
+      shell: bash
+      run: |
+        cache_filename=$(printf '%s_%s' "${{ inputs.repository }}" "${{ inputs.tag }}" | tr -cs '[:alnum:]_' '_')
+        echo "cache_filename=$cache_filename" >> $GITHUB_OUTPUT
+    - name: Restore image cache
+      uses: actions/cache@0400d5f644dc74513175e3cd8d07132dd4860809 # v4.2.4
+      with:
+        path: ${{ steps.build_cache_filename.outputs.cache_filename }}.tar
+        key: ${{ inputs.repository }}:${{ inputs.tag }}
+    - name: Load image
+      shell: bash
+      run: |
+        docker load -i ${{ steps.build_cache_filename.outputs.cache_filename }}.tar
+    - name: Run service
+      shell: bash
+      run: |
+        docker run -d ${{ inputs.flags }} ${{ inputs.repository }}:${{ inputs.tag }}
diff --git a/.github/actions/warm-up-service/action.yml b/.github/actions/warm-up-service/action.yml
new file mode 100644
index 0000000000..cd45df5627
--- /dev/null
+++ b/.github/actions/warm-up-service/action.yml
@@ -0,0 +1,25 @@
+name: Warm up service
+inputs:
+  repository:
+    required: true
+    description: The repository of the image to warm up
+  tag:
+    required: true
+    description: The tag of the image to warm up (latest tag not supported)
+runs:
+  using: "composite"
+  steps:
+    - name: Pull Docker image
+      id: pull_image
+      shell: bash
+      run: |
+        image=${{ inputs.repository }}:${{ inputs.tag }}
+        docker pull $image
+        cache_filename=$(printf '%s_%s' "${{ inputs.repository }}" "${{ inputs.tag }}" | tr -cs '[:alnum:]_' '_')
+        echo "cache_filename=$cache_filename" >> $GITHUB_OUTPUT
+        docker save $image > $cache_filename.tar
+    - name: Cache Docker image
+      uses: actions/cache@0400d5f644dc74513175e3cd8d07132dd4860809 # v4.2.4
+      with:
+        path: "${{ steps.pull_image.outputs.cache_filename }}.tar"
+        key: "${{ inputs.repository }}:${{ inputs.tag }}"
diff --git a/.github/workflows/Makefile b/.github/workflows/Makefile
index 78c7fc7129..26216b890c 100644
--- a/.github/workflows/Makefile
+++ b/.github/workflows/Makefile
@@ -8,4 +8,13 @@ clean:
 	rm -rf test-apps.yml
 
 test-apps.yml: test-apps.cue
-	cat <(echo "# Code generated via \`make test-apps.yml\`; DO NOT EDIT.") <(cue export --out=yaml $<) > $@
\ No newline at end of file
+	cat <(echo "# Code generated via \`make test-apps.yml\`; DO NOT EDIT.") <(cue export --out=yaml $<) > $@
+
+unit-integration-tests.yml: unit-integration-tests.cue services.cue go-versions.cue
+	cat <(echo "# Code generated via \`make unit-integration-tests.yml\`; DO NOT EDIT.") <(cue export services.cue go-versions.cue --out=yaml $<) > $@
+
+pull-request.yml: pull-request.cue services.cue go-versions.cue
+	cat <(echo "# Code generated via \`make pull-request.yml\`; DO NOT EDIT.") <(cue export services.cue go-versions.cue --out=yaml $<) > $@
+
+.PHONY: cue
+cue: test-apps.yml unit-integration-tests.yml pull-request.yml
diff --git a/.github/workflows/api-check.yml b/.github/workflows/api-check.yml
index 1176b35c43..b4b592429d 100644
--- a/.github/workflows/api-check.yml
+++ b/.github/workflows/api-check.yml
@@ -2,6 +2,10 @@ name: API Stability Check
 
 on:
   pull_request:
+    types:
+      - opened
+      - synchronize
+      - reopened
     paths:
       - 'ddtrace/tracer/**'
       - 'scripts/apiextractor/**'
diff --git a/.github/workflows/appsec.yml b/.github/workflows/appsec.yml
index 236d0333fe..a0880a9b69 100644
--- a/.github/workflows/appsec.yml
+++ b/.github/workflows/appsec.yml
@@ -10,19 +10,25 @@ on:
   schedule: # nightly
     - cron: "0 0 * * *"
   pull_request: # on pull requests touching appsec files
+    types:
+      - opened
+      - synchronize
+      - reopened
     paths:
       - '.github/workflows/appsec.yml'
       - 'internal/appsec/**'
       - 'appsec/**'
       - 'contrib/**/appsec.go'
       - '**/go.mod'
-  merge_group:
   push:
-    branches: release-v*
+    branches:
+      - release-v*
     tags-ignore:
       - 'contrib/**'
       - 'instrumentation/**'
-
+      - 'internal/**'
+      - 'orchestrion/**'
+      - 'scripts/**'
 env:
   DD_APPSEC_WAF_TIMEOUT: 1m
   GOEXPERIMENT: synctest # TODO: remove once go1.25 is the minimum supported version
diff --git a/.github/workflows/codeql-analysis.yml b/.github/workflows/codeql-analysis.yml
index 68bb519c96..68f870dfbc 100644
--- a/.github/workflows/codeql-analysis.yml
+++ b/.github/workflows/codeql-analysis.yml
@@ -8,14 +8,13 @@ on:
         required: true
         type: string
   push:
-    branches: [ main, master ]
-    tags-ignore:
-      - 'contrib/**'
-      - 'instrumentation/**'
+    branches:
+      - mq-working-branch-**
   pull_request:
-    # The branches below must be a subset of the branches above
-    branches: [ main ]
-  merge_group:
+    types:
+      - opened
+      - synchronize
+      - reopened
 
 jobs:
   analyze:
diff --git a/.github/workflows/ecosystems-label-pr.yml b/.github/workflows/ecosystems-label-pr.yml
index 2945d18268..5978af88d3 100644
--- a/.github/workflows/ecosystems-label-pr.yml
+++ b/.github/workflows/ecosystems-label-pr.yml
@@ -1,12 +1,12 @@
 name: Label APM Ecosystems Pull Requests
 on:
   pull_request:
-    paths:
-      - "contrib/**"
     types:
       - opened
       - reopened
       - edited
+    paths:
+      - "contrib/**"
 permissions:
   contents: read
   pull-requests: write
diff --git a/.github/workflows/generate.yml b/.github/workflows/generate.yml
index 14f36525d9..728f70e040 100644
--- a/.github/workflows/generate.yml
+++ b/.github/workflows/generate.yml
@@ -3,12 +3,13 @@ name: Generate
 on:
   push:
     branches:
-      - main
       - release-*
+      - mq-working-branch-**
   pull_request:
-    branches:
-      - main
-      - release-*
+    types:
+      - opened
+      - synchronize
+      - reopened
   workflow_call:
     inputs:
       go-version:
diff --git a/.github/workflows/go-versions.cue b/.github/workflows/go-versions.cue
new file mode 100644
index 0000000000..5f9c57bb09
--- /dev/null
+++ b/.github/workflows/go-versions.cue
@@ -0,0 +1,8 @@
+package workflows
+
+// If you bump the supported versions here, you need to run `make cue` to
+// update the YAML files.
+_go_versions: [
+	"1.24",
+	"1.25",
+]
diff --git a/.github/workflows/govulncheck.yml b/.github/workflows/govulncheck.yml
index 4a7196c9f9..2d6904899c 100644
--- a/.github/workflows/govulncheck.yml
+++ b/.github/workflows/govulncheck.yml
@@ -8,11 +8,14 @@ on:
         type: string
   push:
     branches:
-      - main
       - release-v*
+      - mq-working-branch-**
     tags-ignore:
       - 'contrib/**'
       - 'instrumentation/**'
+      - 'internal/**'
+      - 'orchestrion/**'
+      - 'scripts/**'
   schedule:
     - cron: '00 00 * * *'
   workflow_dispatch:
diff --git a/.github/workflows/main-branch-tests.yml b/.github/workflows/main-branch-tests.yml
index 84470e14a9..d2af52c746 100644
--- a/.github/workflows/main-branch-tests.yml
+++ b/.github/workflows/main-branch-tests.yml
@@ -1,19 +1,16 @@
 name: Main Branch and Release Tests
 
 on:
-  workflow_call: # allows to reuse this workflow
-    inputs:
-      ref:
-        description: 'The branch to run the workflow on'
-        required: true
-        type: string
   push:
     branches:
-      - main
       - release-v*
+      - mq-working-branch-**
     tags-ignore:
       - 'contrib/**'
       - 'instrumentation/**'
+      - 'internal/**'
+      - 'orchestrion/**'
+      - 'scripts/**'
 
 concurrency:
   group: ${{ github.ref }}
@@ -21,24 +18,10 @@ concurrency:
 
 jobs:
   unit-integration-tests:
-    strategy:
-      matrix:
-        go-version: [ "1.25", "1.24" ]
-      fail-fast: false
     uses: ./.github/workflows/unit-integration-tests.yml
+    permissions:
+      contents: read
+      id-token: write
+      pull-requests: write
     with:
-      go-version: ${{ matrix.go-version }}
-      ref: ${{ inputs.ref || github.ref }}
-    secrets: inherit
-  multios-unit-tests:
-    strategy:
-      matrix:
-        runs-on: [ macos-latest, windows-latest, ubuntu-latest ]
-        go-version: [ "1.25", "1.24" ]
-      fail-fast: false
-    uses: ./.github/workflows/multios-unit-tests.yml
-    with:
-      go-version: ${{ matrix.go-version }}
-      runs-on: ${{ matrix.runs-on }}
-      ref: ${{ inputs.ref || github.ref }}
-    secrets: inherit
+      go-version: "1.25" # Should be the highest supported version of Go
diff --git a/.github/workflows/multios-unit-tests.yml b/.github/workflows/multios-unit-tests.yml
index 05fce9fbf5..a932b103ff 100644
--- a/.github/workflows/multios-unit-tests.yml
+++ b/.github/workflows/multios-unit-tests.yml
@@ -4,13 +4,11 @@ on:
   workflow_dispatch: # manually
     inputs:
       go-version:
+        description: The Go version to use
         required: true
         type: string
       runs-on:
-        required: true
-        type: string
-      ref:
-        description: 'The branch to run the workflow on'
+        description: The OS to run the tests on
         required: true
         type: string
   workflow_call:
@@ -21,10 +19,6 @@ on:
       runs-on:
         required: true
         type: string
-      ref:
-        description: 'The branch to run the workflow on'
-        required: true
-        type: string
 
 env:
   DD_APPSEC_WAF_TIMEOUT: 1m # Increase time WAF time budget to reduce CI flakiness
@@ -51,10 +45,16 @@ jobs:
         shell: pwsh
         run: |
           "normalized_workspace=${{ github.workspace }}" >> $env:GITHUB_ENV
+      - name: Restore repo cache
+        uses: actions/cache@0400d5f644dc74513175e3cd8d07132dd4860809 # v4.2.4
+        with:
+          path: .git
+          key: gitdb-${{ github.repository_id }}-${{ github.sha }}
       - name: Checkout
         uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v2.7.0
         with:
-          ref: ${{ inputs.ref || github.ref }}
+          ref: ${{ github.sha }}
+          clean: false
       - name: Setup Go and development tools
         uses: ./.github/actions/setup-go
         with:
@@ -64,7 +64,7 @@ jobs:
       - name: Mac OS Coreutils
         if: inputs.runs-on == 'macos-latest'
         run: brew install coreutils
-      - name: "Runner ${{ matrix.runner-index }}: Test Core and Contrib (No Integration Tests)"
+      - name: "Runner: Test Core and Contrib (No Integration Tests)"
         shell: bash
         run: |
           export PATH="${{ github.workspace }}/bin:${PATH}"
diff --git a/.github/workflows/orchestrion.yml b/.github/workflows/orchestrion.yml
index 7e880bd420..36286a1291 100644
--- a/.github/workflows/orchestrion.yml
+++ b/.github/workflows/orchestrion.yml
@@ -15,13 +15,19 @@ on:
       DD_API_KEY:
         required: false
   pull_request:
-  merge_group:
+    types:
+      - opened
+      - synchronize
+      - reopened
   push:
     branches:
       - release-v*
     tags-ignore:
       - 'contrib/**'
       - 'instrumentation/**'
+      - 'internal/**'
+      - 'orchestrion/**'
+      - 'scripts/**'
 
 permissions: read-all
 
diff --git a/.github/workflows/parametric-tests.yml b/.github/workflows/parametric-tests.yml
index a8a08e3eff..4fa69f69e1 100644
--- a/.github/workflows/parametric-tests.yml
+++ b/.github/workflows/parametric-tests.yml
@@ -9,15 +9,19 @@ on:
         type: string
   push:
     branches:
-      - main
       - release-v*
+      - mq-working-branch-**
     tags-ignore:
       - 'contrib/**'
       - 'instrumentation/**'
+      - 'internal/**'
+      - 'orchestrion/**'
+      - 'scripts/**'
   pull_request:
-    branches:
-      - "**"
-  merge_group:
+    types:
+      - opened
+      - synchronize
+      - reopened
   workflow_dispatch:
     inputs:
       ref:
diff --git a/.github/workflows/pull-request-title-validation.yml b/.github/workflows/pull-request-title-validation.yml
index 6015bc8eaf..449e5e8100 100644
--- a/.github/workflows/pull-request-title-validation.yml
+++ b/.github/workflows/pull-request-title-validation.yml
@@ -2,7 +2,10 @@ name: Validate PR Title
 
 on:
   pull_request:
-    types: [opened, edited,reopened,synchronize]
+    types:
+      - opened
+      - edited
+      - reopened
 
 jobs:
   check-title:
diff --git a/.github/workflows/pull-request.cue b/.github/workflows/pull-request.cue
new file mode 100644
index 0000000000..d09767c46b
--- /dev/null
+++ b/.github/workflows/pull-request.cue
@@ -0,0 +1,131 @@
+package workflows
+
+"name": "Pull Request Tests"
+
+"on": "pull_request": "types": [
+	"opened",
+	"synchronize",
+	"reopened",
+]
+
+"concurrency": {
+	"group":              "${{ github.ref }}"
+	"cancel-in-progress": true
+}
+
+"jobs": {
+	"warm-repo-cache": {
+		"runs-on": "ubuntu-latest"
+		"steps": [
+			{
+				"name": "Checkout"
+				"uses": "actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683"
+				"with": {
+					"ref": "${{ github.event.pull_request.head.sha }}"
+				}
+			},
+			{
+				"name": "Cache"
+				"uses": "actions/cache@0400d5f644dc74513175e3cd8d07132dd4860809"
+				"with": {
+					"path": ".git"
+					"key":  "gitdb-${{ github.repository_id }}-${{ github.sha }}"
+				}
+			},
+		]
+	}
+	"warm-services-cache": {
+		"runs-on": "ubuntu-latest"
+		"strategy": "matrix": "image": [#ToImage & {_svc: _datadog_agent_svc}]
+		"steps": [
+			{
+				"name": "Restore repo cache"
+				"uses": "actions/cache@0400d5f644dc74513175e3cd8d07132dd4860809"
+				"with": {
+					"path": ".git"
+					"key":  "gitdb-${{ github.repository_id }}-${{ github.sha }}"
+				}
+			},
+			{
+				"name": "Checkout"
+				"uses": "actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683"
+				"with": {
+					"ref":   "${{ github.sha }}"
+					"clean": false
+				}
+			},
+			{
+				"name": "Warm up service"
+				"uses": "./.github/actions/warm-up-service"
+				"with": {
+					"repository": "${{ matrix.image.repository }}"
+					"tag":        "${{ matrix.image.tag }}"
+				}
+			},
+		]
+	}
+	"unit-integration-tests": {
+		"name": "PR Unit and Integration Tests"
+		"needs": [
+			"warm-repo-cache",
+			"warm-services-cache",
+		]
+		"strategy": {
+			"matrix": {
+				"go-version": _go_versions
+			}
+			"fail-fast": false
+		}
+		"uses": "./.github/workflows/unit-integration-tests.yml"
+		"with": {
+			"go-version": "${{ matrix.go-version }}"
+		}
+		"secrets": "inherit"
+	}
+	"multios-unit-tests": {
+		"needs": [
+			"warm-repo-cache",
+			"warm-services-cache",
+		]
+		"strategy": {
+			"matrix": {
+				"runs-on": ["macos-latest", "windows-latest", "ubuntu-latest"]
+				"go-version": _go_versions
+			}
+			"fail-fast": false
+		}
+		"uses": "./.github/workflows/multios-unit-tests.yml"
+		"with": {
+			"go-version": "${{ matrix.go-version }}"
+			"runs-on":    "${{ matrix.runs-on }}"
+		}
+		"secrets": "inherit"
+	}
+	// This is a simple join point to make it easy to set up branch protection rules in GitHub.
+	"pull-request-tests-done": {
+		"name": "PR Unit and Integration Tests / ${{ matrix.name }}"
+		"strategy": {
+			"matrix": {
+				"name": ["test-contrib", "test-core"]
+			}
+		}
+		"needs": [
+			"unit-integration-tests",
+			"multios-unit-tests",
+		]
+		"runs-on": "ubuntu-latest"
+		"if":      "success() || failure()"
+		"steps": [
+			{
+				"name": "Success"
+				"if":   "needs.unit-integration-tests.result == 'success' && needs.multios-unit-tests.result == 'success'"
+				"run":  "echo 'Success!'"
+			},
+			{
+				"name": "Failure"
+				"if":   "needs.unit-integration-tests.result != 'success' || needs.multios-unit-tests.result != 'success'"
+				"run":  "echo 'Failure!' && exit 1"
+			},
+		]
+	}
+}
diff --git a/.github/workflows/pull-request.yml b/.github/workflows/pull-request.yml
index 0a3e4b18c1..2294ba3641 100644
--- a/.github/workflows/pull-request.yml
+++ b/.github/workflows/pull-request.yml
@@ -1,30 +1,100 @@
+# Code generated via `make pull-request.yml`; DO NOT EDIT.
 name: Pull Request Tests
-
-on:
+"on":
   pull_request:
-    branches:
-      - "**"
-  merge_group:
-  push:
-    branches:
-      - 'mq-working-branch-**'
-    tags-ignore:
-      - 'contrib/**'
-      - 'instrumentation/**'
-
+    types:
+      - opened
+      - synchronize
+      - reopened
 concurrency:
   group: ${{ github.ref }}
   cancel-in-progress: true
-
 jobs:
+  warm-repo-cache:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683
+        with:
+          ref: ${{ github.event.pull_request.head.sha }}
+      - name: Cache
+        uses: actions/cache@0400d5f644dc74513175e3cd8d07132dd4860809
+        with:
+          path: .git
+          key: gitdb-${{ github.repository_id }}-${{ github.sha }}
+  warm-services-cache:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        image:
+          - repository: datadog/agent
+            tag: 7.69.2
+    steps:
+      - name: Restore repo cache
+        uses: actions/cache@0400d5f644dc74513175e3cd8d07132dd4860809
+        with:
+          path: .git
+          key: gitdb-${{ github.repository_id }}-${{ github.sha }}
+      - name: Checkout
+        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683
+        with:
+          ref: ${{ github.sha }}
+          clean: false
+      - name: Warm up service
+        uses: ./.github/actions/warm-up-service
+        with:
+          repository: ${{ matrix.image.repository }}
+          tag: ${{ matrix.image.tag }}
   unit-integration-tests:
     name: PR Unit and Integration Tests
+    needs:
+      - warm-repo-cache
+      - warm-services-cache
+    strategy:
+      matrix:
+        go-version:
+          - "1.24"
+          - "1.25"
+      fail-fast: false
     uses: ./.github/workflows/unit-integration-tests.yml
-    permissions:
-      contents: read
-      id-token: write
-      pull-requests: write
     with:
-      go-version: "1.24"
-      ref: ${{ github.ref }}
+      go-version: ${{ matrix.go-version }}
     secrets: inherit
+  multios-unit-tests:
+    needs:
+      - warm-repo-cache
+      - warm-services-cache
+    strategy:
+      matrix:
+        runs-on:
+          - macos-latest
+          - windows-latest
+          - ubuntu-latest
+        go-version:
+          - "1.24"
+          - "1.25"
+      fail-fast: false
+    uses: ./.github/workflows/multios-unit-tests.yml
+    with:
+      go-version: ${{ matrix.go-version }}
+      runs-on: ${{ matrix.runs-on }}
+    secrets: inherit
+  pull-request-tests-done:
+    name: PR Unit and Integration Tests / ${{ matrix.name }}
+    strategy:
+      matrix:
+        name:
+          - test-contrib
+          - test-core
+    needs:
+      - unit-integration-tests
+      - multios-unit-tests
+    runs-on: ubuntu-latest
+    if: success() || failure()
+    steps:
+      - name: Success
+        if: needs.unit-integration-tests.result == 'success' && needs.multios-unit-tests.result == 'success'
+        run: echo 'Success!'
+      - name: Failure
+        if: needs.unit-integration-tests.result != 'success' || needs.multios-unit-tests.result != 'success'
+        run: echo 'Failure!' && exit 1
diff --git a/.github/workflows/services.cue b/.github/workflows/services.cue
new file mode 100644
index 0000000000..43e9068d53
--- /dev/null
+++ b/.github/workflows/services.cue
@@ -0,0 +1,284 @@
+package workflows
+
+import (
+	"list"
+	"strings"
+)
+
+#Service: {
+	image: string
+	env?: {[string]: string | number | bool}
+	options?: string
+	ports?: [...string]
+	volumes?: [...string]
+}
+
+#Services: {[string]: #Service}
+
+#Services: {
+	_names: [...string]
+
+	if len(_names) == 0 {
+		_services
+	}
+	if len(_names) > 0 {
+		for name in _names
+		if list.Contains(_names, name) {
+			"\(name)": _services[name]
+		}
+	}
+}
+
+#Image: {
+	repository: string
+	tag?:       string
+}
+
+#ToImage: {
+	_svc: #Service
+	_parts: [...string] & strings.Split(_svc.image, ":")
+
+	repository: _parts[0]
+	tag:        _parts[1]
+} & #Image
+
+_datadog_agent_svc: #Service & {
+	"image": "datadog/agent:7.69.2"
+	"env": {
+		"DD_HOSTNAME":        "github-actions-worker"
+		"DD_APM_ENABLED":     true
+		"DD_BIND_HOST":       "0.0.0.0"
+		"DD_API_KEY":         "invalid_key_but_this_is_fine"
+		"DD_TEST_AGENT_HOST": "localhost"
+		"DD_TEST_AGENT_PORT": 9126
+	}
+	"options": """
+		--health-cmd "bash -c '</dev/tcp/127.0.0.1/8126'"
+		"""
+	"ports": [
+		"8125:8125/udp",
+		"8126:8126",
+	]
+}
+
+_testagent_svc: #Service & {
+	"image": "ghcr.io/datadog/dd-apm-test-agent/ddapm-test-agent:v1.11.0"
+	"env": {
+		"LOG_LEVEL":                      "DEBUG"
+		"TRACE_LANGUAGE":                 "golang"
+		"ENABLED_CHECKS":                 "trace_stall,trace_count_header,trace_peer_service,trace_dd_service"
+		"PORT":                           9126
+		"DD_SUPPRESS_TRACE_PARSE_ERRORS": true
+		"DD_POOL_TRACE_CHECK_FAILURES":   true
+		"DD_DISABLE_ERROR_RESPONSES":     true
+	}
+	"ports": [
+		"9126:9126",
+	]
+}
+
+_cassandra_svc: #Service & {
+	"image": "cassandra:3.11"
+	"env": {
+		"JVM_OPTS":                  "-Xms750m -Xmx750m"
+		"CASSANDRA_CLUSTER_NAME":    "dd-trace-go-test-cluster"
+		"CASSANDRA_DC":              "dd-trace-go-test-datacenter"
+		"CASSANDRA_ENDPOINT_SNITCH": "GossipingPropertyFileSnitch"
+	}
+	"ports": [
+		"9042:9042",
+	]
+}
+
+_mysql_svc: #Service & {
+	"image": "cimg/mysql:8.0"
+	"env": {
+		"MYSQL_ROOT_PASSWORD": "admin"
+		"MYSQL_PASSWORD":      "test"
+		"MYSQL_USER":          "test"
+		"MYSQL_DATABASE":      "test"
+	}
+	"ports": [
+		"3306:3306",
+	]
+}
+
+_postgres_svc: #Service & {
+	"image": "cimg/postgres:16.4"
+	"env": {
+		"POSTGRES_PASSWORD": "postgres"
+		"POSTGRES_USER":     "postgres"
+		"POSTGRES_DB":       "postgres"
+	}
+	"ports": [
+		"5432:5432",
+	]
+}
+
+_mssql_svc: #Service & {
+	"image": "mcr.microsoft.com/mssql/server:2019-latest"
+	"env": {
+		"SA_PASSWORD": "myPassw0rd"
+		"ACCEPT_EULA": "Y"
+	}
+	"ports": [
+		"1433:1433",
+	]
+}
+
+_consul_svc: #Service & {
+	"image": "consul:1.6.0"
+	"ports": [
+		"8500:8500",
+	]
+}
+
+_redis_svc: #Service & {
+	"image": "redis:3.2"
+	"ports": [
+		"6379:6379",
+	]
+}
+
+_valkey_svc: #Service & {
+	"image": "valkey/valkey:8"
+	"env": {
+		"VALKEY_EXTRA_FLAGS": "--port 6380 --requirepass password-for-default"
+	}
+	"ports": [
+		"6380:6380",
+	]
+}
+
+_elasticsearch2_svc: #Service & {
+	"image": "elasticsearch:2"
+	"env": {
+		// https://github.com/10up/wp-local-docker/issues/6
+		"ES_JAVA_OPTS": "-Xms750m -Xmx750m"
+	}
+	"ports": [
+		"9200:9200",
+	]
+}
+
+_elasticsearch5_svc: #Service & {
+	"image": "elasticsearch:5"
+	"env": {
+		// https://github.com/10up/wp-local-docker/issues/6
+		"ES_JAVA_OPTS": "-Xms750m -Xmx750m"
+	}
+	"ports": [
+		"9201:9200",
+	]
+}
+_elasticsearch6_svc: #Service & {
+	"image": "elasticsearch:6.8.13"
+	"env": {
+		// https://github.com/10up/wp-local-docker/issues/6
+		"ES_JAVA_OPTS": "-Xms750m -Xmx750m"
+	}
+	"ports": [
+		"9202:9200",
+	]
+}
+
+_elasticsearch7_svc: #Service & {
+	"image": "elasticsearch:7.14.1"
+	"env": {
+		// https://github.com/10up/wp-local-docker/issues/6
+		"ES_JAVA_OPTS":   "-Xms750m -Xmx750m"
+		"discovery.type": "single-node"
+	}
+	"ports": [
+		"9203:9200",
+	]
+}
+
+_elasticsearch8_svc: #Service & {
+	"image": "elasticsearch:8.6.2"
+	"env": {
+		"ES_JAVA_OPTS":           "-Xms750m -Xmx750m"
+		"discovery.type":         "single-node"
+		"xpack.security.enabled": false
+	}
+	"ports": [
+		"9204:9200",
+	]
+}
+
+_mongo3_svc: #Service & {
+	"image": "mongo:3"
+	"ports": [
+		"27018:27017",
+	]
+}
+
+_mongo_svc: #Service & {
+	"image": "mongo:8"
+	"ports": [
+		"27017:27017",
+	]
+}
+
+_memcached_svc: #Service & {
+	"image": "memcached:1.5.9"
+	"ports": [
+		"11211:11211",
+	]
+}
+
+_kafka_svc: #Service & {
+	"image": "confluentinc/confluent-local:7.5.0"
+	"env": {
+		"KAFKA_LISTENERS":                                "PLAINTEXT://0.0.0.0:9093,BROKER://0.0.0.0:9092,CONTROLLER://0.0.0.0:9094"
+		"KAFKA_ADVERTISED_LISTENERS":                     "PLAINTEXT://localhost:9093,BROKER://localhost:9092"
+		"KAFKA_REST_BOOTSTRAP_SERVERS":                   "PLAINTEXT://0.0.0.0:9093,BROKER://0.0.0.0:9092"
+		"KAFKA_CONTROLLER_QUORUM_VOTERS":                 "1@localhost:9094"
+		"KAFKA_LISTENER_SECURITY_PROTOCOL_MAP":           "BROKER:PLAINTEXT,PLAINTEXT:PLAINTEXT,CONTROLLER:PLAINTEXT"
+		"KAFKA_INTER_BROKER_LISTENER_NAME":               "BROKER"
+		"KAFKA_BROKER_ID":                                "1"
+		"KAFKA_OFFSETS_TOPIC_REPLICATION_FACTOR":         "1"
+		"KAFKA_OFFSETS_TOPIC_NUM_PARTITIONS":             "1"
+		"KAFKA_TRANSACTION_STATE_LOG_REPLICATION_FACTOR": "1"
+		"KAFKA_TRANSACTION_STATE_LOG_MIN_ISR":            "1"
+		"KAFKA_GROUP_INITIAL_REBALANCE_DELAY_MS":         "0"
+		"KAFKA_NODE_ID":                                  "1"
+		"KAFKA_PROCESS_ROLES":                            "broker,controller"
+		"KAFKA_CONTROLLER_LISTENER_NAMES":                "CONTROLLER"
+	}
+	"ports": [
+		"9092:9092",
+		"9093:9093",
+	]
+	"options":
+		"--name \"kafka\""
+}
+
+_localstack_svc: #Service & {
+	"image": "localstack/localstack:latest"
+	"ports": [
+		"4566:4566",
+	]
+}
+
+_services: {
+	"datadog-agent":  _datadog_agent_svc
+	"testagent":      _testagent_svc
+	"cassandra":      _cassandra_svc
+	"mysql":          _mysql_svc
+	"postgres":       _postgres_svc
+	"mssql":          _mssql_svc
+	"consul":         _consul_svc
+	"redis":          _redis_svc
+	"valkey":         _valkey_svc
+	"elasticsearch2": _elasticsearch2_svc
+	"elasticsearch5": _elasticsearch5_svc
+	"elasticsearch6": _elasticsearch6_svc
+	"elasticsearch7": _elasticsearch7_svc
+	"elasticsearch8": _elasticsearch8_svc
+	"mongo3":         _mongo3_svc
+	"mongo":          _mongo_svc
+	"memcached":      _memcached_svc
+	"kafka":          _kafka_svc
+	"localstack":     _localstack_svc
+}
diff --git a/.github/workflows/smoke-tests.yml b/.github/workflows/smoke-tests.yml
index a51cf02b39..85f077e907 100644
--- a/.github/workflows/smoke-tests.yml
+++ b/.github/workflows/smoke-tests.yml
@@ -13,17 +13,22 @@ on:
         type: string
   push:
     branches:
-      - main
       - release-v*
+      - mq-working-branch-**
     tags-ignore:
       - 'contrib/**'
       - 'instrumentation/**'
+      - 'internal/**'
+      - 'orchestrion/**'
+      - 'scripts/**'
   schedule: # nightly
     - cron: "0 0 * * *"
   workflow_dispatch: { } # manually
   pull_request:
-    branches:
-      - '**'
+    types:
+      - opened
+      - synchronize
+      - reopened
 
 env:
   TEST_RESULTS: /tmp/test-results # path to where test results will be saved
diff --git a/.github/workflows/static-checks.yml b/.github/workflows/static-checks.yml
index b2ad6258cf..7ef1a3c5fd 100644
--- a/.github/workflows/static-checks.yml
+++ b/.github/workflows/static-checks.yml
@@ -3,12 +3,19 @@ name: Static Checks
 on:
   push:
     branches:
-      - main
       - release-*
+      - mq-working-branch-**
+    tags-ignore:
+      - 'contrib/**'
+      - 'instrumentation/**'
+      - 'internal/**'
+      - 'orchestrion/**'
+      - 'scripts/**'
   pull_request:
-    branches:
-      - main
-      - release-*
+    types:
+      - opened
+      - synchronize
+      - reopened
   workflow_call:
     inputs:
       go-version:
diff --git a/.github/workflows/system-tests.yml b/.github/workflows/system-tests.yml
index 26caff2fc3..8bfdbc55d7 100644
--- a/.github/workflows/system-tests.yml
+++ b/.github/workflows/system-tests.yml
@@ -9,22 +9,26 @@ on:
         type: string
   push:
     branches:
-      - main
       - release-v*
+      - mq-working-branch-**
     tags-ignore:
       - 'contrib/**'
       - 'instrumentation/**'
+      - 'internal/**'
+      - 'orchestrion/**'
+      - 'scripts/**'
   pull_request:
-    branches:
-      - "**"
-  merge_group:
+    types:
+      - opened
+      - synchronize
+      - reopened
   workflow_dispatch:
-      inputs:
-          ref:
-              description: 'System Tests ref/tag/branch'
-              required: true
-              default: main
-              type: string
+    inputs:
+        ref:
+            description: 'System Tests ref/tag/branch'
+            required: true
+            default: main
+            type: string
   schedule:
     - cron:  '00 04 * * 2-6'
 
@@ -33,11 +37,32 @@ permissions:
   packages: write
 
 jobs:
+  warm-repo-cache:
+    runs-on: ubuntu-latest
+    outputs:
+      sha: ${{ steps.pin.outputs.sha }}
+    steps:
+      - name: Checkout system-tests
+        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+        with:
+          repository: 'DataDog/system-tests'
+          ref: ${{ inputs.ref }}
+      - name: Pin exact commit SHA for system-tests
+        id: pin
+        run: |
+          echo "sha=$(git rev-parse FETCH_HEAD)" >> "$GITHUB_OUTPUT"
+      - name: Cache
+        uses: actions/cache@0400d5f644dc74513175e3cd8d07132dd4860809 # v4.2.4
+        with:
+          path: .git
+          key: gitdb-system-tests-${{ steps.pin.outputs.sha }}
   system-tests:
     if: github.event_name != 'pull_request' || (github.event_name == 'pull_request' && github.event.pull_request.head.repo.full_name == 'DataDog/dd-trace-go')
     # Note: Not using large runners because the jobs spawned by this pipeline
     # don't seem to get a noticable speedup from using larger runners.
     runs-on: ubuntu-latest
+    needs:
+      - warm-repo-cache
     strategy:
       matrix:
         weblog-variant:
@@ -124,11 +149,17 @@ jobs:
       SYSTEM_TESTS_E2E_DD_APP_KEY: ${{ secrets.SYSTEM_TESTS_E2E_DD_APP_KEY }}
     name: Test (${{ matrix.weblog-variant }}, ${{ matrix.scenario }})
     steps:
-      - name: Checkout system tests
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+      - name: Restore repo cache
+        uses: actions/cache@0400d5f644dc74513175e3cd8d07132dd4860809 # v4.2.4
         with:
-          repository: 'DataDog/system-tests'
-          ref: ${{ inputs.ref }}
+          path: .git
+          key: gitdb-system-tests-${{ needs.warm-repo-cache.outputs.sha }}
+
+      - name: Checkout system tests
+        shell: bash
+        run: |
+          git config safe.directory "$GITHUB_WORKSPACE"
+          git checkout -f ${{ needs.warm-repo-cache.outputs.sha }}
 
       - name: Checkout dd-trace-go
         uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
diff --git a/.github/workflows/unit-integration-tests.cue b/.github/workflows/unit-integration-tests.cue
new file mode 100644
index 0000000000..746e7f9374
--- /dev/null
+++ b/.github/workflows/unit-integration-tests.cue
@@ -0,0 +1,260 @@
+"name": "Unit and Integration Tests"
+
+"on": "workflow_call": "inputs": "go-version": {
+	"required": true
+	"type":     "string"
+}
+
+"env": {
+	// Increase time WAF time budget to reduce CI flakiness
+	// Users may build our library with GOTOOLCHAIN=local. If they do, and our
+	// go.mod file specifies a newer Go version than their local toolchain, their
+	// build will break. Run our tests with GOTOOLCHAIN=local to ensure that
+	// our library builds with all of the Go versions we claim to support,
+	// without having to download a newer one.
+	"DD_APPSEC_WAF_TIMEOUT": "1m"
+	"GOTOOLCHAIN":           "local"
+	"GODEBUG":               "x509negativeserial=1"
+	"GOEXPERIMENT":          "synctest" // TODO: remove once go1.25 is the minimum supported version
+	"TEST_RESULT_PATH":      "/tmp/test-results"
+}
+
+"permissions": "contents": "read"
+
+"jobs": {
+	"set-up": {
+		"runs-on": "ubuntu-latest"
+		"outputs": {
+			"matrix": "${{ steps.matrix.outputs.matrix }}"
+		}
+		"steps": [
+			{
+				"name": "Restore repo cache"
+				"uses": "actions/cache@0400d5f644dc74513175e3cd8d07132dd4860809"
+				"with": {
+					"path": ".git"
+					"key":  "gitdb-${{ github.repository_id }}-${{ github.sha }}"
+				}
+			},
+			{
+				"name": "Checkout"
+				"uses": "actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683"
+				"with": {
+					"ref":   "${{ github.sha }}"
+					"clean": false
+				}
+			},
+			{
+				"name": "Compute Matrix"
+				"id":   "matrix"
+				"run": """
+					    echo -n "matrix="                      >> "${GITHUB_OUTPUT}"
+					    go run ./scripts/ci_contrib_matrix.go  >> "${GITHUB_OUTPUT}"
+					"""
+			},
+		]
+	}
+	"test-contrib-matrix": {
+		"needs": [
+			"set-up",
+		]
+		"runs-on": "group": "APM Larger Runners"
+		"env": {
+			"INTEGRATION": true
+		}
+		"strategy": {
+			"matrix": {
+				"chunk": "${{ fromJson(needs.set-up.outputs.matrix) }}"
+			}
+		}
+		"services": #Services
+		"steps": [
+			{
+				"name": "Restore repo cache"
+				"uses": "actions/cache@0400d5f644dc74513175e3cd8d07132dd4860809"
+				"with": {
+					"path": ".git"
+					"key":  "gitdb-${{ github.repository_id }}-${{ github.sha }}"
+				}
+			},
+			{
+				"name": "Checkout"
+				"uses": "actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683"
+				"with": {
+					"ref":   "${{ github.sha }}"
+					"clean": false
+				}
+			},
+			{
+				"name": "Setup Go and development tools"
+				"uses": "./.github/actions/setup-go"
+				"with": {
+					"go-version": "${{ inputs.go-version }}"
+					"tools-dir":  "${{ github.workspace }}/_tools"
+					"tools-bin":  "${{ github.workspace }}/bin"
+				}
+			},
+			{
+				"name": "Test Contrib"
+				"if":   "always()"
+				"env": {
+					"TEST_RESULTS": "${{ env.TEST_RESULT_PATH }}"
+				}
+				"run": """
+					    export PATH="${{ github.workspace }}/bin:${PATH}"
+					    ./scripts/ci_test_contrib.sh default ${{ toJson(matrix.chunk) }}
+					"""
+			},
+			{
+				"name":              "Upload the results to Datadog CI App"
+				"if":                "always()"
+				"continue-on-error": true
+				"uses":              "./.github/actions/dd-ci-upload"
+				"with": {
+					"dd-api-key": "${{ secrets.DD_CI_API_KEY }}"
+					"path":       "${{ env.TEST_RESULT_PATH }}"
+					"tags":       "go:${{ inputs.go-version }},arch:${{ runner.arch }},os:${{ runner.os }},distribution:${{ runner.distribution }}"
+				}
+			},
+			{
+				"name":              "Upload Coverage"
+				"if":                "always()"
+				"continue-on-error": true
+				"shell":             "bash"
+				"run":               "bash <(curl -s https://codecov.io/bash) -t ${{ secrets.CODECOV_TOKEN }}"
+			},
+		]
+	}
+	"test-contrib": {
+		"needs": [
+			"test-contrib-matrix",
+		]
+		"runs-on": "group": "APM Larger Runners"
+		"if":                "success() || failure()"
+		"continue-on-error": true
+		"steps": [
+			{
+				"name": "Success"
+				"if":   "needs.test-contrib-matrix.result == 'success'"
+				"run":  "echo 'Success!'"
+			},
+			{
+				"name": "Failure"
+				"if":   "needs.test-contrib-matrix.result != 'success'"
+				"run":  "echo 'Failure!' && exit 1"
+			},
+		]
+	}
+	"test-core": {
+		"runs-on": "group": "APM Larger Runners"
+		"env": {
+			"INTEGRATION": true
+		}
+		"steps": [
+			{
+				"name": "Restore repo cache"
+				"uses": "actions/cache@0400d5f644dc74513175e3cd8d07132dd4860809"
+				"with": {
+					"path": ".git"
+					"key":  "gitdb-${{ github.repository_id }}-${{ github.sha }}"
+				}
+			},
+			{
+				"name": "Checkout"
+				"uses": "actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683"
+				"with": {
+					"ref":   "${{ github.sha }}"
+					"clean": false
+				}
+			},
+			{
+				"name": "Setup Go and development tools"
+				"uses": "./.github/actions/setup-go"
+				"with": {
+					"go-version": "${{ inputs.go-version }}"
+					"tools-dir":  "${{ github.workspace }}/_tools"
+					"tools-bin":  "${{ github.workspace }}/bin"
+				}
+			},
+			{
+				"name": "Start datadog/agent"
+				"uses": "./.github/actions/run-service"
+				"with": {
+					#ToImage & {_svc: _datadog_agent_svc}
+				}
+			},
+			{
+				"name": "Test Core"
+				"env": {
+					"DD_APPSEC_WAF_TIMEOUT": "1h"
+					"TEST_RESULTS":          "${{ env.TEST_RESULT_PATH }}"
+				}
+				"run": """
+					    export PATH="${{ github.workspace }}/bin:${PATH}"
+					    ls -al "${{ github.workspace }}/bin"
+					    ./scripts/ci_test_core.sh
+					"""
+			},
+			{
+				"name":              "Upload the results to Datadog CI App"
+				"if":                "always()"
+				"continue-on-error": true
+				"uses":              "./.github/actions/dd-ci-upload"
+				"with": {
+					"dd-api-key": "${{ secrets.DD_CI_API_KEY }}"
+					"path":       "${{ env.TEST_RESULT_PATH }}"
+					"tags":       "go:${{ inputs.go-version }},arch:${{ runner.arch }},os:${{ runner.os }},distribution:${{ runner.distribution }}"
+				}
+			},
+			{
+				"name":              "Upload Coverage"
+				"if":                "always()"
+				"continue-on-error": true
+				"shell":             "bash"
+				"run":               "bash <(curl -s https://codecov.io/bash) -t ${{ secrets.CODECOV_TOKEN }}"
+			},
+		]
+	}
+	"upload-test-results": {
+		"needs": [
+			"test-contrib",
+			"test-core",
+		]
+		"if": "always()" // Make sure this always runs, even if test-contrib or test-core fails
+		"runs-on": "group": "APM Larger Runners"
+		"services": #Services & {_names: ["datadog-agent", "testagent"]}
+		"steps": [
+			{
+				"name":  "Get Datadog APM Test Agent Logs"
+				"if":    "always()"
+				"shell": "bash"
+				"run":   "docker logs ${{ job.services.testagent.id }}"
+			},
+			{
+				"name":  "Get Datadog APM Test Agent Trace Check Summary Results"
+				"if":    "always()"
+				"shell": "bash"
+				"run": """
+					    RESPONSE=$(curl -s -w "\\n%{http_code}" -o response.txt "http://127.0.0.1:9126/test/trace_check/failures?return_all=true")
+					    RESPONSE_CODE=$(echo "$RESPONSE" | awk 'END {print $NF}')
+					    SUMMARY_RESPONSE=$(curl -s -w "\\n%{http_code}" -o summary_response.txt "http://127.0.0.1:9126/test/trace_check/summary?return_all=true")
+					    SUMMARY_RESPONSE_CODE=$(echo "$SUMMARY_RESPONSE" | awk 'END {print $NF}')
+					    if [[ $RESPONSE_CODE -eq 200 ]]; then
+					        echo " "
+					        cat response.txt
+					        echo " - All APM Test Agent Check Traces returned successful!"
+					        echo "APM Test Agent Check Traces Summary Results:"
+					        cat summary_response.txt | jq "."
+					    else
+					        echo "APM Test Agent Check Traces failed with response code: $RESPONSE_CODE"
+					        echo "Failures:"
+					        cat response.txt
+					        echo "APM Test Agent Check Traces Summary Results:"
+					        cat summary_response.txt | jq "."
+					        exit 1
+					    fi
+					"""
+			},
+		]
+	}
+}
diff --git a/.github/workflows/unit-integration-tests.yml b/.github/workflows/unit-integration-tests.yml
index e1e3b6a662..a4f7e47b6a 100644
--- a/.github/workflows/unit-integration-tests.yml
+++ b/.github/workflows/unit-integration-tests.yml
@@ -1,52 +1,45 @@
+# Code generated via `make unit-integration-tests.yml`; DO NOT EDIT.
 name: Unit and Integration Tests
-
-on:
+"on":
   workflow_call:
     inputs:
       go-version:
         required: true
         type: string
-      ref:
-        description: 'The branch to run the workflow on'
-        required: true
-        type: string
-
 env:
-  DD_APPSEC_WAF_TIMEOUT: 1m # Increase time WAF time budget to reduce CI flakiness
-  # Users may build our library with GOTOOLCHAIN=local. If they do, and our
-  # go.mod file specifies a newer Go version than their local toolchain, their
-  # build will break. Run our tests with GOTOOLCHAIN=local to ensure that
-  # our library builds with all of the Go versions we claim to support,
-  # without having to download a newer one.
+  DD_APPSEC_WAF_TIMEOUT: 1m
   GOTOOLCHAIN: local
-  GODEBUG: "x509negativeserial=1"
-  GOEXPERIMENT: synctest # TODO: remove once go1.25 is the minimum supported version
+  GODEBUG: x509negativeserial=1
+  GOEXPERIMENT: synctest
   TEST_RESULT_PATH: /tmp/test-results
-
 permissions:
   contents: read
-
 jobs:
   set-up:
     runs-on: ubuntu-latest
     outputs:
       matrix: ${{ steps.matrix.outputs.matrix }}
     steps:
+      - name: Restore repo cache
+        uses: actions/cache@0400d5f644dc74513175e3cd8d07132dd4860809
+        with:
+          path: .git
+          key: gitdb-${{ github.repository_id }}-${{ github.sha }}
       - name: Checkout
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683
         with:
-          ref: ${{ inputs.ref || github.ref }}
-
+          ref: ${{ github.sha }}
+          clean: false
       - name: Compute Matrix
         id: matrix
-        run: |-
-          echo -n "matrix="                      >> "${GITHUB_OUTPUT}"
-          go run ./scripts/ci_contrib_matrix.go  >> "${GITHUB_OUTPUT}"
-
+        run: |2-
+              echo -n "matrix="                      >> "${GITHUB_OUTPUT}"
+              go run ./scripts/ci_contrib_matrix.go  >> "${GITHUB_OUTPUT}"
   test-contrib-matrix:
-    needs: set-up
+    needs:
+      - set-up
     runs-on:
-      group: "APM Larger Runners"
+      group: APM Larger Runners
     env:
       INTEGRATION: true
     strategy:
@@ -54,26 +47,20 @@ jobs:
         chunk: ${{ fromJson(needs.set-up.outputs.matrix) }}
     services:
       datadog-agent:
-        image: datadog/agent:latest
+        image: datadog/agent:7.69.2
         env:
-          DD_HOSTNAME: "github-actions-worker"
+          DD_HOSTNAME: github-actions-worker
           DD_APM_ENABLED: true
-          DD_BIND_HOST: "0.0.0.0"
-          DD_API_KEY: "invalid_key_but_this_is_fine"
-          DD_TEST_AGENT_HOST: "localhost"
+          DD_BIND_HOST: 0.0.0.0
+          DD_API_KEY: invalid_key_but_this_is_fine
+          DD_TEST_AGENT_HOST: localhost
           DD_TEST_AGENT_PORT: 9126
-        # We need to specify a custom health-check. By default, this container will remain "unhealthy" since
-        # we don't fully configure it with a valid API key (and possibly other reasons)
-        # This command just checks for our ability to connect to port 8126
-        options: >-
-          --health-cmd "bash -c '</dev/tcp/127.0.0.1/8126'"
+        options: --health-cmd "bash -c '</dev/tcp/127.0.0.1/8126'"
         ports:
           - 8125:8125/udp
-          - 8126:8126
+          - "8126:8126"
       testagent:
         image: ghcr.io/datadog/dd-apm-test-agent/ddapm-test-agent:v1.11.0
-        ports:
-          - 9126:9126
         env:
           LOG_LEVEL: DEBUG
           TRACE_LANGUAGE: golang
@@ -82,15 +69,17 @@ jobs:
           DD_SUPPRESS_TRACE_PARSE_ERRORS: true
           DD_POOL_TRACE_CHECK_FAILURES: true
           DD_DISABLE_ERROR_RESPONSES: true
+        ports:
+          - "9126:9126"
       cassandra:
         image: cassandra:3.11
         env:
-          JVM_OPTS: "-Xms750m -Xmx750m"
-          CASSANDRA_CLUSTER_NAME: "dd-trace-go-test-cluster"
-          CASSANDRA_DC: "dd-trace-go-test-datacenter"
-          CASSANDRA_ENDPOINT_SNITCH: "GossipingPropertyFileSnitch"
+          JVM_OPTS: -Xms750m -Xmx750m
+          CASSANDRA_CLUSTER_NAME: dd-trace-go-test-cluster
+          CASSANDRA_DC: dd-trace-go-test-datacenter
+          CASSANDRA_ENDPOINT_SNITCH: GossipingPropertyFileSnitch
         ports:
-          - 9042:9042
+          - "9042:9042"
       mysql:
         image: cimg/mysql:8.0
         env:
@@ -99,7 +88,7 @@ jobs:
           MYSQL_USER: test
           MYSQL_DATABASE: test
         ports:
-          - 3306:3306
+          - "3306:3306"
       postgres:
         image: cimg/postgres:16.4
         env:
@@ -107,82 +96,82 @@ jobs:
           POSTGRES_USER: postgres
           POSTGRES_DB: postgres
         ports:
-          - 5432:5432
+          - "5432:5432"
       mssql:
         image: mcr.microsoft.com/mssql/server:2019-latest
         env:
           SA_PASSWORD: myPassw0rd
-          ACCEPT_EULA: Y
+          ACCEPT_EULA: "Y"
         ports:
-          - 1433:1433
+          - "1433:1433"
       consul:
         image: consul:1.6.0
         ports:
-          - 8500:8500
+          - "8500:8500"
       redis:
         image: redis:3.2
         ports:
-          - 6379:6379
+          - "6379:6379"
       valkey:
         image: valkey/valkey:8
         env:
-          VALKEY_EXTRA_FLAGS: "--port 6380 --requirepass password-for-default"
+          VALKEY_EXTRA_FLAGS: --port 6380 --requirepass password-for-default
         ports:
-          - 6380:6380
+          - "6380:6380"
       elasticsearch2:
         image: elasticsearch:2
         env:
-          ES_JAVA_OPTS: "-Xms750m -Xmx750m" # https://github.com/10up/wp-local-docker/issues/6
+          ES_JAVA_OPTS: -Xms750m -Xmx750m
         ports:
-          - 9200:9200
+          - "9200:9200"
       elasticsearch5:
         image: elasticsearch:5
         env:
-          ES_JAVA_OPTS: "-Xms750m -Xmx750m" # https://github.com/10up/wp-local-docker/issues/6
+          ES_JAVA_OPTS: -Xms750m -Xmx750m
         ports:
-          - 9201:9200
+          - "9201:9200"
       elasticsearch6:
         image: elasticsearch:6.8.13
         env:
-          ES_JAVA_OPTS: "-Xms750m -Xmx750m" # https://github.com/10up/wp-local-docker/issues/6
+          ES_JAVA_OPTS: -Xms750m -Xmx750m
         ports:
-          - 9202:9200
+          - "9202:9200"
       elasticsearch7:
         image: elasticsearch:7.14.1
         env:
-          ES_JAVA_OPTS: "-Xms750m -Xmx750m" # https://github.com/10up/wp-local-docker/issues/6
+          ES_JAVA_OPTS: -Xms750m -Xmx750m
           discovery.type: single-node
         ports:
-          - 9203:9200
+          - "9203:9200"
       elasticsearch8:
         image: elasticsearch:8.6.2
         env:
-          ES_JAVA_OPTS: "-Xms750m -Xmx750m" # https://github.com/10up/wp-local-docker/issues/6
+          ES_JAVA_OPTS: -Xms750m -Xmx750m
           discovery.type: single-node
           xpack.security.enabled: false
         ports:
-          - 9204:9200
+          - "9204:9200"
       mongo3:
         image: mongo:3
         ports:
-          - 27018:27017
+          - "27018:27017"
       mongo:
         image: mongo:8
         ports:
-          - 27017:27017
+          - "27017:27017"
       memcached:
         image: memcached:1.5.9
         ports:
-          - 11211:11211
+          - "11211:11211"
       kafka:
         image: confluentinc/confluent-local:7.5.0
         env:
-          KAFKA_LISTENERS: "PLAINTEXT://0.0.0.0:9093,BROKER://0.0.0.0:9092,CONTROLLER://0.0.0.0:9094"
-          KAFKA_ADVERTISED_LISTENERS: "PLAINTEXT://localhost:9093,BROKER://localhost:9092"
-          KAFKA_REST_BOOTSTRAP_SERVERS: "PLAINTEXT://0.0.0.0:9093,BROKER://0.0.0.0:9092"
-          KAFKA_CONTROLLER_QUORUM_VOTERS: "1@localhost:9094"
-          KAFKA_LISTENER_SECURITY_PROTOCOL_MAP: "BROKER:PLAINTEXT,PLAINTEXT:PLAINTEXT,CONTROLLER:PLAINTEXT"
-          KAFKA_INTER_BROKER_LISTENER_NAME: "BROKER"
+          KAFKA_LISTENERS: PLAINTEXT://0.0.0.0:9093,BROKER://0.0.0.0:9092,CONTROLLER://0.0.0.0:9094
+          KAFKA_ADVERTISED_LISTENERS: PLAINTEXT://localhost:9093,BROKER://localhost:9092
+          KAFKA_REST_BOOTSTRAP_SERVERS: PLAINTEXT://0.0.0.0:9093,BROKER://0.0.0.0:9092
+          KAFKA_CONTROLLER_QUORUM_VOTERS: 1@localhost:9094
+          KAFKA_LISTENER_SECURITY_PROTOCOL_MAP: BROKER:PLAINTEXT,PLAINTEXT:PLAINTEXT,CONTROLLER:PLAINTEXT
+          KAFKA_INTER_BROKER_LISTENER_NAME: BROKER
           KAFKA_BROKER_ID: "1"
           KAFKA_OFFSETS_TOPIC_REPLICATION_FACTOR: "1"
           KAFKA_OFFSETS_TOPIC_NUM_PARTITIONS: "1"
@@ -190,24 +179,27 @@ jobs:
           KAFKA_TRANSACTION_STATE_LOG_MIN_ISR: "1"
           KAFKA_GROUP_INITIAL_REBALANCE_DELAY_MS: "0"
           KAFKA_NODE_ID: "1"
-          KAFKA_PROCESS_ROLES: "broker,controller"
-          KAFKA_CONTROLLER_LISTENER_NAMES: "CONTROLLER"
+          KAFKA_PROCESS_ROLES: broker,controller
+          KAFKA_CONTROLLER_LISTENER_NAMES: CONTROLLER
+        options: --name "kafka"
         ports:
-          - 9092:9092
-          - 9093:9093
-        options: >-
-          --name "kafka"
+          - "9092:9092"
+          - "9093:9093"
       localstack:
         image: localstack/localstack:latest
         ports:
-          - 4566:4566
+          - "4566:4566"
     steps:
+      - name: Restore repo cache
+        uses: actions/cache@0400d5f644dc74513175e3cd8d07132dd4860809
+        with:
+          path: .git
+          key: gitdb-${{ github.repository_id }}-${{ github.sha }}
       - name: Checkout
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683
         with:
-          ref: ${{ inputs.ref || github.ref }}
-          fetch-depth: $(( ${{ github.event_name == 'pull_request' && github.event.pull_request.commits || 0 }} + 1 ))
-
+          ref: ${{ github.sha }}
+          clean: false
       - name: Setup Go and development tools
         uses: ./.github/actions/setup-go
         with:
@@ -218,10 +210,9 @@ jobs:
         if: always()
         env:
           TEST_RESULTS: ${{ env.TEST_RESULT_PATH }}
-        run: |
-          export PATH="${{ github.workspace }}/bin:${PATH}"
-          ./scripts/ci_test_contrib.sh default ${{ toJson(matrix.chunk) }}
-
+        run: |2-
+              export PATH="${{ github.workspace }}/bin:${PATH}"
+              ./scripts/ci_test_contrib.sh default ${{ toJson(matrix.chunk) }}
       - name: Upload the results to Datadog CI App
         if: always()
         continue-on-error: true
@@ -230,69 +221,60 @@ jobs:
           dd-api-key: ${{ secrets.DD_CI_API_KEY }}
           path: ${{ env.TEST_RESULT_PATH }}
           tags: go:${{ inputs.go-version }},arch:${{ runner.arch }},os:${{ runner.os }},distribution:${{ runner.distribution }}
-
       - name: Upload Coverage
         if: always()
         continue-on-error: true
         shell: bash
         run: bash <(curl -s https://codecov.io/bash) -t ${{ secrets.CODECOV_TOKEN }}
-
   test-contrib:
     needs:
       - test-contrib-matrix
     runs-on:
-      group: "APM Larger Runners"
+      group: APM Larger Runners
     if: success() || failure()
     continue-on-error: true
     steps:
       - name: Success
         if: needs.test-contrib-matrix.result == 'success'
-        run: echo "Success!"
+        run: echo 'Success!'
       - name: Failure
         if: needs.test-contrib-matrix.result != 'success'
-        run: echo "Failure!" && exit 1
-
+        run: echo 'Failure!' && exit 1
   test-core:
     runs-on:
-      group: "APM Larger Runners"
+      group: APM Larger Runners
     env:
-       INTEGRATION: true
-    services:
-      datadog-agent:
-        image: datadog/agent:latest
-        env:
-          DD_HOSTNAME: "github-actions-worker"
-          DD_APM_ENABLED: true
-          DD_BIND_HOST: "0.0.0.0"
-          DD_API_KEY: "invalid_key_but_this_is_fine"
-        # We need to specify a custom health-check. By default, this container will remain "unhealthy" since
-        # we don't fully configure it with a valid API key (and possibly other reasons)
-        # This command just checks for our ability to connect to port 8126
-        options: >-
-          --health-cmd "bash -c '</dev/tcp/127.0.0.1/8126'"
-        ports:
-          - 8125:8125/udp
-          - 8126:8126
+      INTEGRATION: true
     steps:
+      - name: Restore repo cache
+        uses: actions/cache@0400d5f644dc74513175e3cd8d07132dd4860809
+        with:
+          path: .git
+          key: gitdb-${{ github.repository_id }}-${{ github.sha }}
       - name: Checkout
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683
         with:
-          ref: ${{ inputs.ref || github.ref }}
-          fetch-depth: $(( ${{ github.event_name == 'pull_request' && github.event.pull_request.commits || 0 }} + 1 ))
+          ref: ${{ github.sha }}
+          clean: false
       - name: Setup Go and development tools
         uses: ./.github/actions/setup-go
         with:
           go-version: ${{ inputs.go-version }}
           tools-dir: ${{ github.workspace }}/_tools
           tools-bin: ${{ github.workspace }}/bin
+      - name: Start datadog/agent
+        uses: ./.github/actions/run-service
+        with:
+          repository: datadog/agent
+          tag: 7.69.2
       - name: Test Core
         env:
           DD_APPSEC_WAF_TIMEOUT: 1h
           TEST_RESULTS: ${{ env.TEST_RESULT_PATH }}
-        run: |
-          export PATH="${{ github.workspace }}/bin:${PATH}"
-          ls -al "${{ github.workspace }}/bin"
-          ./scripts/ci_test_core.sh
+        run: |2-
+              export PATH="${{ github.workspace }}/bin:${PATH}"
+              ls -al "${{ github.workspace }}/bin"
+              ./scripts/ci_test_core.sh
       - name: Upload the results to Datadog CI App
         if: always()
         continue-on-error: true
@@ -301,39 +283,34 @@ jobs:
           dd-api-key: ${{ secrets.DD_CI_API_KEY }}
           path: ${{ env.TEST_RESULT_PATH }}
           tags: go:${{ inputs.go-version }},arch:${{ runner.arch }},os:${{ runner.os }},distribution:${{ runner.distribution }}
-
       - name: Upload Coverage
         if: always()
         continue-on-error: true
         shell: bash
         run: bash <(curl -s https://codecov.io/bash) -t ${{ secrets.CODECOV_TOKEN }}
-
   upload-test-results:
     needs:
       - test-contrib
       - test-core
-    if: always() # Make sure this always runs, even if test-contrib or test-core fails
+    if: always()
     runs-on:
-      group: "APM Larger Runners"
+      group: APM Larger Runners
     services:
       datadog-agent:
-        image: datadog/agent:latest
+        image: datadog/agent:7.69.2
         env:
-          DD_HOSTNAME: "github-actions-worker"
+          DD_HOSTNAME: github-actions-worker
           DD_APM_ENABLED: true
-          DD_BIND_HOST: "0.0.0.0"
-          DD_API_KEY: "invalid_key_but_this_is_fine"
-          DD_TEST_AGENT_HOST: "localhost"
+          DD_BIND_HOST: 0.0.0.0
+          DD_API_KEY: invalid_key_but_this_is_fine
+          DD_TEST_AGENT_HOST: localhost
           DD_TEST_AGENT_PORT: 9126
-        options: >-
-          --health-cmd "bash -c '</dev/tcp/127.0.0.1/8126'"
+        options: --health-cmd "bash -c '</dev/tcp/127.0.0.1/8126'"
         ports:
           - 8125:8125/udp
-          - 8126:8126
+          - "8126:8126"
       testagent:
         image: ghcr.io/datadog/dd-apm-test-agent/ddapm-test-agent:v1.11.0
-        ports:
-          - 9126:9126
         env:
           LOG_LEVEL: DEBUG
           TRACE_LANGUAGE: golang
@@ -342,16 +319,17 @@ jobs:
           DD_SUPPRESS_TRACE_PARSE_ERRORS: true
           DD_POOL_TRACE_CHECK_FAILURES: true
           DD_DISABLE_ERROR_RESPONSES: true
+        ports:
+          - "9126:9126"
     steps:
       - name: Get Datadog APM Test Agent Logs
         if: always()
         shell: bash
         run: docker logs ${{ job.services.testagent.id }}
-
       - name: Get Datadog APM Test Agent Trace Check Summary Results
         if: always()
         shell: bash
-        run: |
+        run: |2-
               RESPONSE=$(curl -s -w "\n%{http_code}" -o response.txt "http://127.0.0.1:9126/test/trace_check/failures?return_all=true")
               RESPONSE_CODE=$(echo "$RESPONSE" | awk 'END {print $NF}')
               SUMMARY_RESPONSE=$(curl -s -w "\n%{http_code}" -o summary_response.txt "http://127.0.0.1:9126/test/trace_check/summary?return_all=true")
diff --git a/.github/workflows/update-supported-versions-doc.yml b/.github/workflows/update-supported-versions-doc.yml
index b688bfe545..483dc7bbc7 100644
--- a/.github/workflows/update-supported-versions-doc.yml
+++ b/.github/workflows/update-supported-versions-doc.yml
@@ -4,7 +4,8 @@ on:
     # Every time we run smoke tests, we check what version of each library was used to run the tests and this will
     # be used as the latest supported version in our docs.
     workflows: ["Smoke Tests"]
-    branches: [main]
+    branches:
+      - mq-working-branch-**
     types:
       - completed