CI/CD Pipelines

<h2 id="cicd-pipelines-for-geode" class="position-relative d-flex align-items-center group"> CI/CD Pipelines for Geode <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="cicd-pipelines-for-geode" aria-haspopup="dialog" aria-label="Share link: CI/CD Pipelines for Geode"> Share link </button> </h2><div id="headingShareModal" class="heading-share-modal" role="dialog" aria-modal="true" aria-labelledby="headingShareTitle" hidden> <div class="hsm-dialog" role="document"> <div class="hsm-header"> <h2 id="headingShareTitle" class="h6 mb-0 fw-bold">Share this section</h2> <button type="button" class="hsm-close" aria-label="Close"> </button> </div> <div class="hsm-body"> <label for="headingShareInput" class="form-label small text-muted mb-1 text-uppercase fw-bold" style="font-size: 0.7rem; letter-spacing: 0.5px;">Permalink</label> <div class="input-group mb-4 hsm-url-group"> <input id="headingShareInput" type="text" class="form-control font-monospace" readonly aria-readonly="true" style="font-size: 0.85rem;" /> <button class="btn btn-primary hsm-copy" type="button" aria-label="Copy" title="Copy"> </button> </div> <div class="small fw-bold mb-2 text-muted text-uppercase" style="font-size: 0.7rem; 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For database systems like Geode, robust CI/CD practices ensure reliability, maintain quality standards, and enable rapid iteration while preventing regressions that could impact data integrity. <h3 id="introduction-to-cicd-for-databases" class="position-relative d-flex align-items-center group"> Introduction to CI/CD for Databases <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="introduction-to-cicd-for-databases" aria-haspopup="dialog" aria-label="Share link: Introduction to CI/CD for Databases"> Share link </button> </h3>CI/CD for database systems presents unique challenges compared to stateless applications: <ul> <li>Data Migration Safety: Schema changes must be backward compatible and reversible</li> <li>Long-Running Tests: Comprehensive database tests may take minutes or hours</li> <li>State Management: Each test run requires clean database state</li> <li>Multi-Client Validation: Polyglot clients (Go, Python, Rust, Zig) need testing</li> <li>Performance Regression Detection: Benchmarks must run consistently</li> <li>Standards Compliance: ISO/IEC 39075:2024 GQL conformance verification</li> </ul> Geode’s CI/CD pipeline addresses these challenges through a comprehensive test suite, automated validation, and careful deployment orchestration. <h3 id="geodes-cicd-architecture" class="position-relative d-flex align-items-center group"> Geode&rsquo;s CI/CD Architecture <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="geodes-cicd-architecture" aria-haspopup="dialog" aria-label="Share link: Geodes CI/CD Architecture"> Share link </button> </h3> <h4 id="pipeline-overview" class="position-relative d-flex align-items-center group"> Pipeline Overview <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="pipeline-overview" aria-haspopup="dialog" aria-label="Share link: Pipeline Overview"> Share link </button> </h4>Geode uses a multi-stage pipeline that validates changes at increasing levels of confidence: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-fallback" data-lang="fallback">Code Commit → Build → Unit Tests → Integration Tests → Compliance Tests ↓ Performance Benchmarks → Client Tests → Deploy to Staging → Production </code></pre></div>Stage 1: Build Verification (30 seconds) <ul> <li>Compile server (Zig)</li> <li>Build all client libraries</li> <li>Verify no compilation errors</li> <li>Check code formatting</li> </ul> Stage 2: Unit Testing (2-3 minutes) <ul> <li>Core Geode unit tests (1,688 tests)</li> <li>Individual client library tests</li> <li>Mock-free, server-backed testing</li> <li>97.4% pass rate target</li> </ul> Stage 3: Integration Testing (5-10 minutes) <ul> <li>Cross-client test harness</li> <li>Multi-client scenarios</li> <li>Transaction isolation tests</li> <li>Concurrent access tests</li> </ul> Stage 4: Conformance Testing (3-5 minutes) <ul> <li>ISO/IEC 39075:2024 conformance profile tests (full GQL)</li> <li>Standards conformance validation (profile-based)</li> <li>Conformance profile gating</li> </ul> Stage 5: Performance Testing (10-20 minutes) <ul> <li>Benchmark suite execution</li> <li>Regression detection</li> <li>Resource utilization monitoring</li> <li>Throughput and latency validation</li> </ul> <h4 id="build-configuration-example" class="position-relative d-flex align-items-center group"> Build Configuration Example <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="build-configuration-example" aria-haspopup="dialog" aria-label="Share link: Build Configuration Example"> Share link </button> </h4>GitHub Actions Workflow (<code>.github/workflows/ci.yml</code>): <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-yaml" data-lang="yaml">name: Geode CI/CD Pipeline on: push: branches: [main, develop] pull_request: branches: [main] env: ZIG_VERSION: 0.1.0 GO_VERSION: 1.24.0 PYTHON_VERSION: 3.11 RUST_VERSION: 1.70 jobs: build-server: name: Build Geode Server runs-on: ubuntu-24.04 steps: - uses: actions/checkout@v4 - name: Setup Zig uses: goto-bus-stop/setup-zig@v2 with: version: ${{ env.ZIG_VERSION }} - name: Build Geode working-directory: geode run: | zig build -Doptimize=ReleaseSafe ./zig-out/bin/geode --version - name: Upload Geode Binary uses: actions/upload-artifact@v4 with: name: geode-server path: geode/zig-out/bin/geode retention-days: 7 unit-tests: name: Unit Tests needs: build-server runs-on: ubuntu-24.04 steps: - uses: actions/checkout@v4 - name: Setup Zig uses: goto-bus-stop/setup-zig@v2 with: version: ${{ env.ZIG_VERSION }} - name: Run Unit Tests working-directory: geode run: | zig build test - name: Run GeodeTestLab Comprehensive working-directory: geode run: | make geodetestlab-comprehensive - name: Generate Coverage Report run: | zig build test -Dcoverage=true # Process coverage data gql-compliance: name: GQL Compliance Tests needs: build-server runs-on: ubuntu-24.04 steps: - uses: actions/checkout@v4 - name: Download Geode Binary uses: actions/download-artifact@v4 with: name: geode-server path: bin - name: Make Binary Executable run: chmod +x bin/geode - name: Start Geode Server run: | bin/geode serve --listen 0.0.0.0:3141 & sleep 5 # Wait for server ready timeout 30 bash -c 'until nc -z localhost 3141; do sleep 1; done' - name: Run GQL Compliance Suite working-directory: geode run: | make gql-compliance-tests # Requires see conformance profile - name: Upload Test Results if: always() uses: actions/upload-artifact@v4 with: name: gql-compliance-results path: geode/test-results/gql-compliance/ client-tests: name: Client Tests (${{ matrix.client }}) needs: build-server runs-on: ubuntu-24.04 strategy: matrix: client: [go, python, rust, zig] steps: - uses: actions/checkout@v4 - name: Download Geode Binary uses: actions/download-artifact@v4 with: name: geode-server path: bin - name: Start Geode Server run: | chmod +x bin/geode bin/geode serve --listen 0.0.0.0:3141 & sleep 5 - name: Setup Client Environment uses: ./.github/actions/setup-${{ matrix.client }} - name: Run Client Tests working-directory: geode-client-${{ matrix.client }} run: | make test - name: Upload Test Results if: always() uses: actions/upload-artifact@v4 with: name: client-test-results-${{ matrix.client }} path: geode-client-${{ matrix.client }}/test-results/ integration-tests: name: Integration Tests needs: [build-server, client-tests] runs-on: ubuntu-24.04 steps: - uses: actions/checkout@v4 - name: Download Geode Binary uses: actions/download-artifact@v4 with: name: geode-server path: bin - name: Start Geode Server run: | chmod +x bin/geode bin/geode serve --listen 0.0.0.0:3141 & sleep 5 - name: Setup Test Harness working-directory: geode-test-harness run: | make setup - name: Run Cross-Client Tests working-directory: geode-test-harness run: | make test-all make test-all-html - name: Upload Test Report uses: actions/upload-artifact@v4 with: name: integration-test-report path: geode-test-harness/reports/ performance-tests: name: Performance Benchmarks needs: build-server runs-on: ubuntu-24.04 steps: - uses: actions/checkout@v4 - name: Download Geode Binary uses: actions/download-artifact@v4 with: name: geode-server path: bin - name: Start Geode Server run: | chmod +x bin/geode bin/geode serve --listen 0.0.0.0:3141 & sleep 5 - name: Run Benchmark Suite working-directory: geode run: | make benchmark - name: Detect Performance Regressions run: | # Compare against baseline python scripts/check-performance-regression.py \ --baseline benchmarks/baseline.json \ --current benchmarks/current.json \ --threshold 10 # 10% regression threshold - name: Upload Benchmark Results uses: actions/upload-artifact@v4 with: name: benchmark-results path: geode/benchmarks/ deploy-staging: name: Deploy to Staging needs: [unit-tests, gql-compliance, integration-tests, performance-tests] runs-on: ubuntu-24.04 if: github.ref == 'refs/heads/main' environment: name: staging url: https://staging.geodedb.com steps: - uses: actions/checkout@v4 - name: Download Geode Binary uses: actions/download-artifact@v4 with: name: geode-server path: bin - name: Configure AWS Credentials uses: aws-actions/configure-aws-credentials@v4 with: aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }} aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }} aws-region: us-east-1 - name: Deploy to ECS run: | # Update ECS task definition aws ecs update-service \ --cluster geode-staging \ --service geode-server \ --force-new-deployment - name: Wait for Deployment run: | aws ecs wait services-stable \ --cluster geode-staging \ --services geode-server - name: Run Smoke Tests run: | python scripts/smoke-test.py --host staging.geodedb.com:3141 deploy-production: name: Deploy to Production needs: deploy-staging runs-on: ubuntu-24.04 if: github.ref == 'refs/heads/main' environment: name: production url: https://geodedb.com steps: - uses: actions/checkout@v4 - name: Download Geode Binary uses: actions/download-artifact@v4 with: name: geode-server path: bin - name: Blue-Green Deployment run: | # Deploy to green environment # Run health checks # Switch traffic from blue to green # Keep blue as rollback option ./scripts/blue-green-deploy.sh \ --cluster geode-production \ --new-version ${{ github.sha }} </code></pre></div> <h3 id="advanced-cicd-patterns" class="position-relative d-flex align-items-center group"> Advanced CI/CD Patterns <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="advanced-cicd-patterns" aria-haspopup="dialog" aria-label="Share link: Advanced CI/CD Patterns"> Share link </button> </h3> <h4 id="parallel-testing-strategy" class="position-relative d-flex align-items-center group"> Parallel Testing Strategy <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="parallel-testing-strategy" aria-haspopup="dialog" aria-label="Share link: Parallel Testing Strategy"> Share link </button> </h4>Geode’s test suite is parallelized for efficiency: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-yaml" data-lang="yaml">jobs: test-matrix: name: Test (${{ matrix.os }}, ${{ matrix.zig }}) runs-on: ${{ matrix.os }} strategy: fail-fast: false matrix: os: [ubuntu-24.04, macos-14, windows-2022] zig: [0.1.0, master] exclude: # Exclude unstable combinations - os: windows-2022 zig: master steps: - name: Run Tests run: zig build test </code></pre></div>Benefits: <ul> <li>Tests run in 5-8 minutes instead of 30+ minutes sequentially</li> <li>Early failure detection across platforms</li> <li>Matrix testing validates multiple configurations</li> </ul> <h4 id="canary-deployments" class="position-relative d-flex align-items-center group"> Canary Deployments <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="canary-deployments" aria-haspopup="dialog" aria-label="Share link: Canary Deployments"> Share link </button> </h4>For production deployments, Geode uses canary releases: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-yaml" data-lang="yaml">canary-deployment: steps: - name: Deploy Canary (5% Traffic) run: | kubectl set image deployment/geode-server \ geode=geode:${{ github.sha }} \ -n production kubectl patch service geode-lb \ -p '{"spec":{"selector":{"version":"canary"}}}' \ --type=merge - name: Monitor Canary run: | # Watch error rates, latency, throughput python scripts/monitor-canary.py \ --duration 600 \ --error-threshold 0.1 \ --latency-p99-threshold 500 - name: Promote or Rollback run: | if [ $? -eq 0 ]; then # Promote canary to 100% kubectl scale deployment/geode-server-stable --replicas=0 kubectl scale deployment/geode-server --replicas=10 else # Rollback kubectl scale deployment/geode-server --replicas=0 echo "Canary failed - keeping stable version" fi </code></pre></div> <h4 id="database-migration-testing" class="position-relative d-flex align-items-center group"> Database Migration Testing <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="database-migration-testing" aria-haspopup="dialog" aria-label="Share link: Database Migration Testing"> Share link </button> </h4>Schema migrations require special testing: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-yaml" data-lang="yaml">migration-tests: steps: - name: Test Forward Migration run: | # Start with v0.1.2 schema docker run -d --name geode-old geodedb/geode:v0.1.2 # Load test data ./scripts/load-test-data.sh # Upgrade to new version docker stop geode-old docker run -d --name geode-new \ -v geode-data:/var/lib/geode \ geodedb/geode:${{ github.sha }} # Verify data integrity ./scripts/verify-migration.sh - name: Test Rollback run: | # Rollback to v0.1.2 docker stop geode-new docker run -d --name geode-rollback \ -v geode-data:/var/lib/geode \ geodedb/geode:v0.1.2 # Verify backward compatibility ./scripts/verify-rollback.sh </code></pre></div> <h3 id="quality-gates-and-policies" class="position-relative d-flex align-items-center group"> Quality Gates and Policies <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="quality-gates-and-policies" aria-haspopup="dialog" aria-label="Share link: Quality Gates and Policies"> Share link </button> </h3> <h4 id="required-checks" class="position-relative d-flex align-items-center group"> Required Checks <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="required-checks" aria-haspopup="dialog" aria-label="Share link: Required Checks"> Share link </button> </h4>Before merging to main, all checks must pass: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-yaml" data-lang="yaml"># Branch protection rules branch_protection: required_status_checks: - build-server - unit-tests - gql-compliance - client-tests (go) - client-tests (python) - client-tests (rust) - client-tests (zig) - integration-tests - performance-tests required_reviews: 2 dismiss_stale_reviews: true require_code_owner_reviews: true </code></pre></div> <h4 id="test-coverage-requirements" class="position-relative d-flex align-items-center group"> Test Coverage Requirements <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="test-coverage-requirements" aria-haspopup="dialog" aria-label="Share link: Test Coverage Requirements"> Share link </button> </h4>Geode maintains high test coverage standards: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"># scripts/check-coverage.py def check_coverage_requirements(coverage_report): requirements = { 'overall': 90.0, # 90% overall coverage 'core': 95.0, # 95% for core modules 'security': 100.0, # 100% for security code 'parser': 95.0, # 95% for GQL parser } for module, threshold in requirements.items(): actual = coverage_report.get_module_coverage(module) if actual < threshold: print(f"FAILED: {module} coverage {actual}% < {threshold}%") return False return True </code></pre></div> <h4 id="performance-regression-detection" class="position-relative d-flex align-items-center group"> Performance Regression Detection <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="performance-regression-detection" aria-haspopup="dialog" aria-label="Share link: Performance Regression Detection"> Share link </button> </h4>Automated performance regression detection: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"># scripts/check-performance-regression.py import json import sys def check_regression(baseline, current, threshold=0.10): """ Compare current benchmark results against baseline. Fail if performance degrades by more than threshold (10% default). """ regressions = [] for benchmark in baseline['benchmarks']: name = benchmark['name'] baseline_time = benchmark['mean_time_ms'] current_bench = next( (b for b in current['benchmarks'] if b['name'] == name), None ) if not current_bench: print(f"WARNING: Benchmark {name} missing from current run") continue current_time = current_bench['mean_time_ms'] change = (current_time - baseline_time) / baseline_time if change > threshold: regressions.append({ 'benchmark': name, 'baseline': baseline_time, 'current': current_time, 'regression': f"{change * 100:.1f}%" }) if regressions: print("Performance Regressions Detected:") for reg in regressions: print(f" {reg['benchmark']}: {reg['baseline']:.2f}ms → " f"{reg['current']:.2f}ms (+{reg['regression']})") return False return True if __name__ == '__main__': with open('benchmarks/baseline.json') as f: baseline = json.load(f) with open('benchmarks/current.json') as f: current = json.load(f) if not check_regression(baseline, current): sys.exit(1) </code></pre></div> <h3 id="cicd-best-practices-for-geode" class="position-relative d-flex align-items-center group"> CI/CD Best Practices for Geode <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="cicd-best-practices-for-geode" aria-haspopup="dialog" aria-label="Share link: CI/CD Best Practices for Geode"> Share link </button> </h3> <h4 id="1-fast-feedback-loops" class="position-relative d-flex align-items-center group"> 1. Fast Feedback Loops <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="1-fast-feedback-loops" aria-haspopup="dialog" aria-label="Share link: 1. Fast Feedback Loops"> Share link </button> </h4>Optimize build times: <ul> <li>Cache Zig build artifacts (30s → 5s builds)</li> <li>Parallelize independent tests</li> <li>Run smoke tests before full suite</li> </ul> <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-yaml" data-lang="yaml">- name: Cache Zig Build uses: actions/cache@v4 with: path: | ~/.cache/zig geode/zig-cache key: ${{ runner.os }}-zig-${{ hashFiles('**/build.zig') }} </code></pre></div> <h4 id="2-reproducible-builds" class="position-relative d-flex align-items-center group"> 2. Reproducible Builds <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="2-reproducible-builds" aria-haspopup="dialog" aria-label="Share link: 2. Reproducible Builds"> Share link </button> </h4>Pin all dependencies: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-yaml" data-lang="yaml"># Exact versions, not ranges env: ZIG_VERSION: 0.1.0 # Not "latest" GO_VERSION: 1.24.0 # Not "1.24" PYTHON_VERSION: 3.11.8 # Not "3.11" </code></pre></div> <h4 id="3-comprehensive-test-data" class="position-relative d-flex align-items-center group"> 3. Comprehensive Test Data <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="3-comprehensive-test-data" aria-haspopup="dialog" aria-label="Share link: 3. Comprehensive Test Data"> Share link </button> </h4>Test with realistic data: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash"># Generate realistic test graph ./scripts/generate-test-graph.py \ --nodes 100000 \ --relationships 500000 \ --labels 10 \ --relationship-types 20 </code></pre></div> <h4 id="4-environment-parity" class="position-relative d-flex align-items-center group"> 4. Environment Parity <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="4-environment-parity" aria-haspopup="dialog" aria-label="Share link: 4. Environment Parity"> Share link </button> </h4>Staging mirrors production: <ul> <li>Same instance types (AWS r7g.xlarge)</li> <li>Same Geode configuration</li> <li>Same QUIC settings</li> <li>Same data volume (scaled down)</li> </ul> <h4 id="5-automated-rollbacks" class="position-relative d-flex align-items-center group"> 5. Automated Rollbacks <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="5-automated-rollbacks" aria-haspopup="dialog" aria-label="Share link: 5. Automated Rollbacks"> Share link </button> </h4>Automatic rollback on failure: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-yaml" data-lang="yaml">- name: Health Check run: | if ! ./scripts/health-check.sh; then echo "Health check failed - rolling back" kubectl rollout undo deployment/geode-server exit 1 fi </code></pre></div> <h3 id="monitoring-and-observability-in-cicd" class="position-relative d-flex align-items-center group"> Monitoring and Observability in CI/CD <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="monitoring-and-observability-in-cicd" aria-haspopup="dialog" aria-label="Share link: Monitoring and Observability in CI/CD"> Share link </button> </h3> <h4 id="build-monitoring" class="position-relative d-flex align-items-center group"> Build Monitoring <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="build-monitoring" aria-haspopup="dialog" aria-label="Share link: Build Monitoring"> Share link </button> </h4>Track CI/CD metrics: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python">from prometheus_client import Counter, Histogram build_duration = Histogram( 'ci_build_duration_seconds', 'CI build duration', ['stage', 'branch'] ) test_failures = Counter( 'ci_test_failures_total', 'CI test failures', ['test_suite', 'branch'] ) deployments = Counter( 'ci_deployments_total', 'Deployments', ['environment', 'status'] ) </code></pre></div> <h4 id="deployment-tracking" class="position-relative d-flex align-items-center group"> Deployment Tracking <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="deployment-tracking" aria-haspopup="dialog" aria-label="Share link: Deployment Tracking"> Share link </button> </h4>Track deployments in monitoring systems: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash"># Send deployment event to monitoring curl -X POST https://monitoring.geodedb.com/api/deployments \ -H "Content-Type: application/json" \ -d '{ "version": "'$GITHUB_SHA'", "environment": "production", "timestamp": "'$(date -u +%Y-%m-%dT%H:%M:%SZ)'", "triggered_by": "'$GITHUB_ACTOR'", "commit_message": "'$COMMIT_MESSAGE'" }' </code></pre></div> <h3 id="related-topics" class="position-relative d-flex align-items-center group"> Related Topics <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="related-topics" aria-haspopup="dialog" aria-label="Share link: Related Topics"> Share link </button> </h3><ul> <li><a href="/tags/continuous-integration/" >Continuous Integration</a> : Deep dive into CI practices</li> <li><a href="/tags/deployment/" >Deployment</a> : Deployment strategies and patterns</li> <li><a href="/tags/unit-tests/" >Unit Tests</a> : Unit testing best practices</li> <li><a href="/tags/integration-tests/" >Integration Tests</a> : Integration testing strategies</li> <li><a href="/tags/cloud/" >Cloud</a> : Cloud deployment platforms</li> <li><a href="/tags/containers/" >Containers</a> : Container-based deployments</li> </ul> <h3 id="further-reading" class="position-relative d-flex align-items-center group"> Further Reading <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="further-reading" aria-haspopup="dialog" aria-label="Share link: Further Reading"> Share link </button> </h3><ul> <li>CI/CD Best Practices Guide: <code>/docs/operations/ci-cd-best-practices/</code></li> <li>Deployment Automation: <code>/docs/operations/automated-deployments/</code></li> <li>Testing Strategy: <code>/docs/development/testing-strategy/</code></li> <li>Performance Testing: <code>/docs/performance/benchmark-suite/</code></li> <li>Production Readiness: <code>/docs/operations/production-readiness/</code></li> </ul>

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