Devops report

devops-report

Overview

Read devops/report/analysis.json and devops/report/security-findings.json plus the generated file list. Produce devops/report/index.html — a single self-contained HTML file with embedded SVG diagrams, no external dependencies.

Inputs

Read these files before generating the report:

• devops/report/analysis.json
• devops/report/security-findings.json
• List all files in devops/working/ (for the artifacts table)

Diagram Generation

For each diagram, write a Graphviz DOT definition mentally then render it as SVG text. SVG generation approach: translate nodes/edges to SVG <rect>, <text>, <line>, and <path> elements with approximate layout. Use rankdir=LR for left-to-right pipelines, rankdir=TB for top-down architectures. Clusters become <rect> with labels.

Diagram 1: Architecture Overview (C4 Container Level)

digraph architecture {
  rankdir=TB
  graph [fontname="Arial" bgcolor="transparent"]
  node [shape=box style="filled,rounded" fontname="Arial" fontsize=12 margin="0.3,0.2"]
  edge [fontname="Arial" fontsize=10]

  user [label="User / Client" shape=ellipse fillcolor="#dbeafe" color="#2563eb"]

  subgraph cluster_app {
    label="Application Layer" style=filled fillcolor="#eff6ff" color="#2563eb"
    app [label="App Service\n(TypeScript/Express)" fillcolor="#bfdbfe" color="#1d4ed8"]
  }

  subgraph cluster_data {
    label="Data Layer" style=filled fillcolor="#f0fdf4" color="#16a34a"
    db [label="PostgreSQL\n(Primary DB)" fillcolor="#bbf7d0" color="#15803d"]
    cache [label="Redis\n(Cache)" fillcolor="#bbf7d0" color="#15803d"]
  }

  subgraph cluster_infra {
    label="Infrastructure" style=filled fillcolor="#fafafa" color="#6b7280"
    secrets [label="Secrets Manager\n(AWS SM)" fillcolor="#f3f4f6" color="#4b5563"]
    registry [label="Container Registry\n(GHCR)" fillcolor="#f3f4f6" color="#4b5563"]
  }

  user -> app [label="HTTPS"]
  app -> db [label="PostgreSQL"]
  app -> cache [label="Redis"]
  app -> secrets [label="read secrets" style=dashed]
  registry -> app [label="pull image" style=dashed]
}

Adapt node labels to the actual detected stack. Remove services not present in stack.database.

Diagram 2: CI/CD Pipeline

digraph pipeline {
  rankdir=LR
  graph [fontname="Arial" bgcolor="transparent"]
  node [shape=box style="filled,rounded" fontname="Arial" fontsize=11 width=1.2]
  edge [fontname="Arial" fontsize=9]

  lint [label="Lint\n+ SAST\n+ Secrets" fillcolor="#fef9c3" color="#92400e"]
  test [label="Test\n+ Coverage" fillcolor="#fef9c3" color="#92400e"]
  build [label="Build\n+ Push\nImage" fillcolor="#dbeafe" color="#1d4ed8"]
  scan [label="Security\nScan\n(Trivy)" fillcolor="#fee2e2" color="#991b1b"]
  staging [label="Deploy\nStaging" fillcolor="#dcfce7" color="#15803d"]
  dast [label="DAST\n(ZAP)" fillcolor="#fee2e2" color="#991b1b"]
  approval [label="Manual\nApproval" shape=diamond fillcolor="#fef3c7" color="#b45309"]
  prod [label="Deploy\nProduction" fillcolor="#dcfce7" color="#15803d"]

  lint -> test -> build -> scan -> staging -> dast -> approval -> prod
}

Diagram 3: Deployment Topology

Generate based on choices.cloud_provider and choices.deployment_target. If no variant matches the detected provider, use the Kubernetes diagram as the default.

AWS + Containers (ECS):

digraph deployment {
  rankdir=TB
  graph [fontname="Arial" bgcolor="transparent"]
  node [shape=box style="filled,rounded" fontname="Arial" fontsize=11]

  internet [label="Internet" shape=ellipse fillcolor="#f3f4f6"]
  ecr [label="ECR\nContainer\nRegistry" fillcolor="#fff7ed" color="#c2410c"]
  ghcr [label="CI/CD\n(GitHub Actions)" fillcolor="#f3f4f6" color="#374151"]

  subgraph cluster_vpc {
    label="AWS VPC" style=filled fillcolor="#eff6ff" color="#2563eb"
    subgraph cluster_public {
      label="Public Subnets" style=filled fillcolor="#dbeafe" color="#3b82f6"
      alb [label="ALB\nLoad Balancer" fillcolor="#bfdbfe"]
    }
    subgraph cluster_private {
      label="Private Subnets" style=filled fillcolor="#f0fdf4" color="#16a34a"
      ecs [label="ECS Fargate\n(App Container)" fillcolor="#bbf7d0"]
      rds [label="RDS\nPostgreSQL" fillcolor="#bbf7d0"]
      elasticache [label="ElastiCache\nRedis" fillcolor="#bbf7d0"]
    }
    sm [label="Secrets\nManager" fillcolor="#fef3c7" color="#b45309"]
  }

  internet -> alb -> ecs
  ecs -> rds [label="TCP 5432"]
  ecs -> elasticache [label="TCP 6379"]
  ecs -> sm [label="read" style=dashed]
  ghcr -> ecr [label="push image" style=dashed]
  ecr -> ecs [label="pull" style=dashed]
}

GCP + Cloud Run:

digraph deployment {
  rankdir=TB
  graph [fontname="Arial" bgcolor="transparent"]
  node [shape=box style="filled,rounded" fontname="Arial" fontsize=11]

  internet [label="Internet" shape=ellipse fillcolor="#f3f4f6"]
  ci [label="CI/CD\n(GitHub Actions)" fillcolor="#f3f4f6" color="#374151"]
  ar [label="Artifact\nRegistry" fillcolor="#fff7ed" color="#c2410c"]

  subgraph cluster_gcp {
    label="Google Cloud Project" style=filled fillcolor="#eff6ff" color="#2563eb"
    cr [label="Cloud Run\n(App Container)" fillcolor="#bfdbfe"]
    sql [label="Cloud SQL\nPostgreSQL" fillcolor="#bbf7d0"]
    mem [label="Memorystore\nRedis" fillcolor="#bbf7d0"]
    sm [label="Secret\nManager" fillcolor="#fef3c7" color="#b45309"]
  }

  internet -> cr [label="HTTPS"]
  cr -> sql [label="TCP 5432"]
  cr -> mem [label="TCP 6379"]
  cr -> sm [label="read" style=dashed]
  ci -> ar [label="push image" style=dashed]
  ar -> cr [label="pull" style=dashed]
}

Azure + Container Apps:

digraph deployment {
  rankdir=TB
  graph [fontname="Arial" bgcolor="transparent"]
  node [shape=box style="filled,rounded" fontname="Arial" fontsize=11]

  internet [label="Internet" shape=ellipse fillcolor="#f3f4f6"]
  ci [label="CI/CD\n(GitHub Actions)" fillcolor="#f3f4f6" color="#374151"]
  acr [label="Azure Container\nRegistry (ACR)" fillcolor="#fff7ed" color="#c2410c"]

  subgraph cluster_azure {
    label="Azure Resource Group" style=filled fillcolor="#eff6ff" color="#2563eb"
    aca [label="Azure Container\nApps (ACA)" fillcolor="#bfdbfe"]
    db [label="Azure DB\nPostgreSQL" fillcolor="#bbf7d0"]
    redis [label="Azure Cache\nfor Redis" fillcolor="#bbf7d0"]
    kv [label="Key Vault" fillcolor="#fef3c7" color="#b45309"]
  }

  internet -> aca [label="HTTPS"]
  aca -> db [label="TCP 5432"]
  aca -> redis [label="TCP 6379"]
  aca -> kv [label="read" style=dashed]
  ci -> acr [label="push image" style=dashed]
  acr -> aca [label="pull" style=dashed]
}

Kubernetes:

digraph deployment {
  rankdir=TB
  graph [fontname="Arial" bgcolor="transparent"]
  node [shape=box style="filled,rounded" fontname="Arial" fontsize=11]

  internet [label="Internet" shape=ellipse fillcolor="#f3f4f6"]
  ci [label="CI/CD Pipeline" fillcolor="#f3f4f6" color="#374151"]
  registry [label="Container\nRegistry" fillcolor="#fff7ed" color="#c2410c"]

  subgraph cluster_k8s {
    label="Kubernetes Cluster" style=filled fillcolor="#eff6ff" color="#2563eb"
    ingress [label="Ingress\nController" fillcolor="#bfdbfe"]
    svc [label="Service\n(ClusterIP)" fillcolor="#bfdbfe"]
    pod [label="App Pod\n(Deployment)" fillcolor="#bfdbfe"]
    pvc [label="Persistent\nVolume" fillcolor="#bbf7d0"]
    ksecrets [label="Secrets\n(k8s secret)" fillcolor="#fef3c7" color="#b45309"]
  }

  internet -> ingress -> svc -> pod
  pod -> pvc [label="mount" style=dashed]
  pod -> ksecrets [label="env" style=dashed]
  ci -> registry [label="push" style=dashed]
  registry -> pod [label="pull" style=dashed]
}

Diagram 4: Dev Environment Topology

digraph devenvs {
  rankdir=LR
  graph [fontname="Arial" bgcolor="transparent"]
  node [shape=box style="filled,rounded" fontname="Arial" fontsize=11]

  subgraph cluster_local {
    label="Local Dev (Docker Compose)" style=filled fillcolor="#eff6ff" color="#2563eb"
    lapp [label="App\n(hot-reload)" fillcolor="#bfdbfe"]
    ldb [label="PostgreSQL\n(local)" fillcolor="#bbf7d0"]
    lredis [label="Redis\n(local)" fillcolor="#bbf7d0"]
    lenv [label=".env.local\n(dev secrets)" fillcolor="#f3f4f6" shape=note]
  }

  subgraph cluster_team {
    label="Team Dev (DevContainer + optional kind)" style=filled fillcolor="#f0fdf4" color="#16a34a"
    tapp [label="App\n(VS Code\nDevContainer)" fillcolor="#bbf7d0"]
    tdb [label="PostgreSQL\n(shared)" fillcolor="#bbf7d0"]
    tk8s [label="kind cluster\n(optional k8s)" fillcolor="#fef9c3" style="filled,dashed"]
  }

  dev1 [label="Developer\n(local machine)" shape=ellipse fillcolor="#f9fafb"]
  dev2 [label="Developer\n(team)" shape=ellipse fillcolor="#f9fafb"]

  dev1 -> lapp -> ldb
  dev1 -> lapp -> lredis
  lenv -> lapp [style=dashed label="env vars"]
  dev2 -> tapp -> tdb
  dev2 -> tk8s [style=dashed label="optional"]
}

Adapt based on detected databases from stack.database.

Report Sections

Generate the following 8 sections in order:

1. Executive Summary — stack (language, framework, cloud, deployment, secrets, team size), scenario label, 3 key decisions from analysis.json, top 3 findings from security-findings.json by severity.
2. Architecture Overview — Diagram 1 embedded as inline SVG.
3. Deployment Architecture — Diagram 3 embedded as inline SVG.
4. CI/CD Workflow — Diagram 2 embedded as inline SVG + table of pipeline stages.
5. Dev Environments — Diagram 4 embedded as inline SVG + setup instructions.
6. Generated Artifacts — table of every file in devops/working/ with a one-line description. Infer the Purpose column from the filename: Dockerfile → "Multi-stage production container image", Dockerfile.dev → "Dev container with hot-reload", .dockerignore → "Files excluded from Docker build context", docker-compose.yml → "Local dev stack (single machine)", docker-compose.team.yml → "Shared team dev stack with DevContainer", docker-compose.prod.yml → "Production compose reference", devcontainer.json → "VS Code DevContainer configuration", ci.yml → "GitHub Actions CI/CD pipeline", .gitlab-ci.yml → "GitLab CI pipeline", config.yml → "CircleCI pipeline", setup-local.sh → "One-command local dev setup script", setup-team.sh → "One-command team dev setup script", main.tf → "Terraform infrastructure (cloud resources)", variables.tf → "Terraform variable definitions", *.tfvars → "Terraform environment-specific variable values", Kubernetes .yaml files → "Kubernetes manifest (resource type from filename)".
7. Security Report — severity counts (critical/high/medium/low), findings table sorted Critical → High → Medium → Low.
8. Recommendations — table with columns Priority, Category, Recommendation. Derive rows from: (a) security-findings.json critical/high/medium/low findings, each becoming a row; (b) any recommendations[] array in analysis.json if present; (c) AI-inferred quality improvements from the detected stack and choices. Use badge-critical/badge-high/badge-medium/badge-low for security-severity priorities (e.g. "P1 Critical", "P2 Medium"); use badge-quality (blue) for quality/process improvements. For the review scenario, contrast each recommendation with the specific existing config issue it addresses.

Placeholder substitution reference:

• {date} — today's date in ISO format YYYY-MM-DD (use current system date)
• {scenario_label} — map from scenario field: "design" → "New Project Design", "codebase" → "Existing Codebase", "review" → "Config Review"
• {project_name} — from analysis.json → project_name; if absent, use the current directory name as fallback
• {cloud_provider}, {ci_cd_platform}, {deployment_target}, {secrets_management}, {team_size} — from analysis.json → choices.*
• {language}, {framework} — from analysis.json → stack.*
• {critical_count}, {high_count}, {medium_count}, {low_count} — from security-findings.json → summary.*

For the review scenario only: add a "Before vs After" section between Recommendations and the end. In the HTML template this section is wrapped in <!-- --> comment delimiters — remove those delimiters and populate the table rows with data comparing existing config issues (from security-findings.json) against the improvements in the generated configs.

HTML Template

Substitute all {placeholder} values from analysis.json and security-findings.json. Populate the SVG diagram slots and fill in all table rows.

<!DOCTYPE html>
<html lang="en">
<head>
  <meta charset="UTF-8">
  <meta name="viewport" content="width=device-width, initial-scale=1.0">
  <title>DevOps Report — {project_name}</title>
  <style>
    :root {
      --blue: #2563eb; --green: #16a34a; --yellow: #d97706;
      --red: #dc2626; --gray-50: #f9fafb; --gray-100: #f3f4f6;
      --gray-200: #e5e7eb; --gray-700: #374151; --gray-900: #111827;
    }
    * { box-sizing: border-box; margin: 0; padding: 0; }
    body { font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', sans-serif;
           color: var(--gray-900); background: #fff; line-height: 1.5; }
    .container { max-width: 1100px; margin: 0 auto; padding: 2rem 1.5rem; }
    header { background: var(--blue); color: #fff; padding: 2rem 2.5rem;
             margin-bottom: 2.5rem; border-radius: 10px; }
    header h1 { font-size: 1.8rem; margin-bottom: 0.4rem; }
    header .meta { opacity: 0.85; font-size: 0.9rem; }
    section { margin-bottom: 2.5rem; }
    h2 { font-size: 1.25rem; color: var(--blue); padding-bottom: 0.5rem;
         border-bottom: 2px solid var(--gray-200); margin-bottom: 1.25rem; }
    h3 { font-size: 1.05rem; color: var(--gray-700); margin-bottom: 0.75rem; margin-top: 1.25rem; }
    .diagram-wrap { background: var(--gray-50); border: 1px solid var(--gray-200);
                    border-radius: 8px; padding: 1.5rem; margin: 1rem 0;
                    overflow-x: auto; text-align: center; }
    table { width: 100%; border-collapse: collapse; font-size: 0.875rem; }
    th { background: var(--gray-100); padding: 0.6rem 0.875rem; text-align: left;
         font-weight: 600; border-bottom: 2px solid var(--gray-200); }
    td { padding: 0.55rem 0.875rem; border-bottom: 1px solid var(--gray-200);
         vertical-align: top; }
    tr:last-child td { border-bottom: none; }
    .badge { display: inline-block; padding: 0.15rem 0.55rem; border-radius: 20px;
             font-size: 0.75rem; font-weight: 600; letter-spacing: 0.02em; }
    .badge-critical { background: #fee2e2; color: var(--red); }
    .badge-high { background: #ffedd5; color: #c2410c; }
    .badge-medium { background: #fef9c3; color: #92400e; }
    .badge-low { background: #dcfce7; color: var(--green); }
    .badge-quality { background: #dbeafe; color: var(--blue); }
    .counts { display: flex; gap: 1rem; margin-bottom: 1.25rem; flex-wrap: wrap; }
    .count-card { flex: 1; min-width: 100px; background: var(--gray-50);
                  border: 1px solid var(--gray-200); border-radius: 8px;
                  padding: 1rem; text-align: center; }
    .count-num { font-size: 2rem; font-weight: 700; line-height: 1; }
    .count-card.critical .count-num { color: var(--red); }
    .count-card.high .count-num { color: #c2410c; }
    .count-card.medium .count-num { color: #92400e; }
    .count-card.low .count-num { color: var(--green); }
    .count-label { font-size: 0.8rem; color: var(--gray-700); margin-top: 0.25rem; }
    .setup-cmd { background: #1e293b; color: #e2e8f0; padding: 0.75rem 1rem;
                 border-radius: 6px; font-family: monospace; font-size: 0.875rem;
                 margin: 0.5rem 0; }
    .stack-grid { display: grid; grid-template-columns: repeat(auto-fit, minmax(200px, 1fr));
                  gap: 0.75rem; margin-bottom: 1.25rem; }
    .stack-item { background: var(--gray-50); border: 1px solid var(--gray-200);
                  border-radius: 6px; padding: 0.75rem 1rem; }
    .stack-item .label { font-size: 0.75rem; color: var(--gray-700); font-weight: 600;
                         text-transform: uppercase; letter-spacing: 0.05em; }
    .stack-item .value { font-size: 0.95rem; font-weight: 500; margin-top: 0.15rem; }
    @media print {
      header { background: #1e40af !important; -webkit-print-color-adjust: exact; }
      .diagram-wrap { page-break-inside: avoid; }
    }
  </style>
</head>
<body>
<div class="container">

  <header>
    <h1>DevOps Report — {project_name}</h1>
    <div class="meta">
      Scenario: {scenario_label} &nbsp;|&nbsp;
      Generated: {date} &nbsp;|&nbsp;
      Cloud: {cloud_provider} &nbsp;|&nbsp;
      CI/CD: {ci_cd_platform}
    </div>
  </header>

  <section>
    <h2>Executive Summary</h2>
    <div class="stack-grid">
      <div class="stack-item">
        <div class="label">Language</div>
        <div class="value">{language}</div>
      </div>
      <div class="stack-item">
        <div class="label">Framework</div>
        <div class="value">{framework}</div>
      </div>
      <div class="stack-item">
        <div class="label">Cloud</div>
        <div class="value">{cloud_provider}</div>
      </div>
      <div class="stack-item">
        <div class="label">Deployment</div>
        <div class="value">{deployment_target}</div>
      </div>
      <div class="stack-item">
        <div class="label">Secrets</div>
        <div class="value">{secrets_management}</div>
      </div>
      <div class="stack-item">
        <div class="label">Team Size</div>
        <div class="value">{team_size}</div>
      </div>
    </div>
    <h3>Top Security Findings</h3>
    <table>
      <thead>
        <tr><th>Severity</th><th>Category</th><th>Finding</th></tr>
      </thead>
      <tbody>
        <!-- Insert up to 3 rows from security-findings.json sorted Critical → High → Medium → Low.
             Use <span class="badge badge-critical">Critical</span> (or high/medium/low) for the Severity cell. -->
      </tbody>
    </table>
  </section>

  <section>
    <h2>Architecture Overview</h2>
    <div class="diagram-wrap">
      <!-- Diagram 1 SVG embedded here -->
    </div>
  </section>

  <section>
    <h2>Deployment Architecture</h2>
    <div class="diagram-wrap">
      <!-- Diagram 3 SVG embedded here -->
    </div>
  </section>

  <section>
    <h2>CI/CD Workflow</h2>
    <div class="diagram-wrap">
      <!-- Diagram 2 SVG embedded here -->
    </div>
    <h3>Pipeline Stages</h3>
    <table>
      <thead><tr><th>Stage</th><th>Jobs</th><th>Gate</th></tr></thead>
      <tbody>
        <tr><td>lint</td><td>ESLint, Semgrep SAST, Gitleaks</td><td>Blocks test on failure</td></tr>
        <tr><td>test</td><td>Unit + integration tests with real DB</td><td>Blocks build on failure</td></tr>
        <tr><td>build</td><td>Multi-stage Docker build, push to registry</td><td>Main branch only for push</td></tr>
        <tr><td>security-scan</td><td>Trivy CVE scan on built image</td><td>Main branch only; blocks deploy on Critical/High</td></tr>
        <tr><td>deploy-staging</td><td>Deploy to staging environment</td><td>Auto after security scan passes</td></tr>
        <tr><td>dast</td><td>OWASP ZAP baseline scan on staging</td><td>Non-blocking (report only)</td></tr>
        <tr><td>deploy-prod</td><td>Deploy to production environment</td><td><strong>Manual approval required</strong></td></tr>
      </tbody>
    </table>
  </section>

  <section>
    <h2>Dev Environments</h2>
    <div class="diagram-wrap">
      <!-- Diagram 4 SVG embedded here -->
    </div>
    <h3>Quick Start</h3>
    <!-- Only include each setup-cmd block if the corresponding script was generated (check devops/working/scripts/ file list) -->
    <p><strong>Local dev (single machine):</strong></p>
    <div class="setup-cmd">./devops/working/scripts/setup-local.sh</div>
    <p style="margin-top:0.75rem"><strong>Team dev (DevContainer):</strong></p>
    <div class="setup-cmd">./devops/working/scripts/setup-team.sh</div>
  </section>

  <section>
    <h2>Generated Artifacts</h2>
    <table>
      <thead><tr><th>File</th><th>Purpose</th></tr></thead>
      <tbody>
        <!-- One row per file in devops/working/, generated from file list -->
      </tbody>
    </table>
  </section>

  <section>
    <h2>Security Report</h2>
    <div class="counts">
      <div class="count-card critical">
        <div class="count-num">{critical_count}</div>
        <div class="count-label">Critical</div>
      </div>
      <div class="count-card high">
        <div class="count-num">{high_count}</div>
        <div class="count-label">High</div>
      </div>
      <div class="count-card medium">
        <div class="count-num">{medium_count}</div>
        <div class="count-label">Medium</div>
      </div>
      <div class="count-card low">
        <div class="count-num">{low_count}</div>
        <div class="count-label">Low</div>
      </div>
    </div>
    <table>
      <thead>
        <tr><th>Severity</th><th>Category</th><th>Finding</th><th>Remediation</th></tr>
      </thead>
      <tbody>
        <!-- Rows from security-findings.json, sorted Critical → High → Medium → Low -->
      </tbody>
    </table>
  </section>

  <section>
    <h2>Recommendations</h2>
    <table>
      <thead>
        <tr><th>Priority</th><th>Category</th><th>Recommendation</th></tr>
      </thead>
      <tbody>
        <!-- One row per recommendation. Priority cell uses badge-critical/high/medium/low
             for security items (e.g. "P1 Critical") and badge-quality for quality/process items.
             For review scenario: reference the specific existing config issue each row addresses. -->
      </tbody>
    </table>
  </section>

  <!-- Only for review scenario: -->
  <!--
  <section>
    <h2>Before vs After</h2>
    <table>
      <thead><tr><th>Area</th><th>Before (existing config)</th><th>After (generated config)</th></tr></thead>
      <tbody>
        <tr>
          <td>CI pipeline</td>
          <td>No security scanning stages, no approval gate for prod</td>
          <td>Semgrep + Trivy + Gitleaks in CI, manual approval before prod deploy</td>
        </tr>
      </tbody>
    </table>
  </section>
  -->

</div>
</body>
</html>

SVG Rendering Instructions

Use a simplified schematic approach — not Graphviz fidelity, but a readable diagram the user can follow. The goal is clarity, not pixel-perfect layout.

Define an arrow marker once in <defs>:

<defs>
  <marker id="arrow" markerWidth="10" markerHeight="7" refX="10" refY="3.5" orient="auto">
    <polygon points="0 0, 10 3.5, 0 7" fill="#6b7280" />
  </marker>
</defs>

Use marker-end="url(#arrow)" on every edge line/path.

For rankdir=LR diagrams (pipelines):

• Place nodes in a single horizontal row, spaced 150px apart: node i at x = 40 + i * 150, y = 80
• Standard node: <rect> 110px wide × 55px tall, rx="6"
• <text> centered in the rect (use text-anchor="middle", dominant-baseline="middle")
• Edges: <line> from right edge of one rect to left edge of next
• If a node has shape=diamond, render as a rotated <rect> (transform="rotate(45 cx cy)")
• Total SVG width: 40 + n_nodes * 150 + 40, height: 200

For rankdir=TB diagrams (architecture/deployment):

• If no clusters: place nodes in rows of up to 4, spaced 160px horizontally, 120px vertically
• If clusters present: draw each cluster as a <rect> with a label, then place member nodes inside it with 20px padding
• Suggested cluster layout: position clusters side-by-side or stacked based on their role in the DOT
• Edges: <line> from bottom of source node to top of target node (or nearest edges for lateral connections)
• Dashed edges: add stroke-dasharray="5,3" to the line
• Edge labels: <text> at midpoint of the line, font-size="10", fill="#6b7280", text-anchor="middle"
• Total SVG width: 700–900px; height: 400–600px depending on content

Node rendering rules:

• fillcolor from DOT → fill attribute on <rect>. Use the hex value verbatim.
• color from DOT → stroke attribute on <rect>
• shape=ellipse → use <ellipse> with rx and ry instead of <rect>
• shape=note → <rect> with a small folded corner polygon
• Default node size: 120px × 50px. Multi-line labels (contains \n) → increase height to 65px; split on \n and render as separate <tspan dy="1.2em"> lines
• Font: font-family="Arial, sans-serif" on all text elements

Final check:

• Set viewBox="0 0 W H" and explicit width and height on the root <svg> element
• Ensure no two nodes visually overlap

Output

Create the devops/report/ directory if it doesn't exist. Write the completed HTML to devops/report/index.html.

After writing, confirm:

Report generated: devops/report/index.html
  Sections: 8 (+ Before/After for review scenario)
  Diagrams: 4 (Architecture, Deployment, CI/CD Pipeline, Dev Environments)
  Security findings: N total (C critical, H high, M medium, L low)

Open with: open devops/report/index.html