DevSecOps Roadmap

IT 运维与安全

根据组织评估数据和成熟度水平分析，生成定制化的DevSecOps实施路线图。

安全扫描 DevOps

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概述

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Overview#

The DevSecOps Roadmap Generator is a strategic planning tool designed to help organizations establish and mature their security practices within the software development lifecycle. By analyzing 13 key assessment dimensions across people, processes, and technology, the tool produces a comprehensive implementation roadmap tailored to your organization's size, industry, and development methodology.

This API is ideal for security leaders, DevOps engineers, and engineering managers who need a data-driven approach to integrating security into their CI/CD pipelines. The generator evaluates your current maturity across critical areas including threat modeling, secure coding practices, automated testing, dependency management, and incident response, then delivers prioritized recommendations with specific tools and success metrics.

Organizations ranging from startups to enterprises use this tool to align stakeholders around a realistic security transformation strategy, establish measurable milestones, and allocate resources effectively for building a mature DevSecOps program.

Usage#

Request Example:

json

{
  "assessmentData": {
    "step1": {
      "education": "Foundational",
      "workshops": "Quarterly",
      "platform": "LinkedIn Learning"
    },
    "step2": {
      "business_education": "Partial",
      "resources": "Limited"
    },
    "step3": {
      "culture": "Security-aware",
      "embedded": "Team-level"
    },
    "step4": {
      "scanning": "Manual",
      "remediation": "Ad-hoc"
    },
    "step5": {
      "requirements": "Basic",
      "documentation": "Incomplete"
    },
    "step6": {
      "quality_bars": "Informal"
    },
    "step7": {
      "threat_modeling": "None",
      "training": "Occasional"
    },
    "step8": {
      "safeguards": "Network-based"
    },
    "step9": {
      "deprecation": "Manual tracking",
      "response": "Reactive"
    },
    "step10": {
      "sast": "Not implemented",
      "local": "None"
    },
    "step11": {
      "dast": "Basic scanning",
      "local": "None"
    },
    "step12": {
      "fuzz": "Not in use"
    },
    "step13": {
      "manual": "Annual"
    },
    "context": {
      "org_size": "100-500",
      "industry": "FinTech",
      "methodology": "Agile",
      "challenges": "Legacy system integration, regulatory compliance"
    }
  },
  "sessionId": "sess-abc123xyz",
  "userId": 42,
  "timestamp": "2024-01-15T10:30:00Z"
}

Response Example:

json

{
  "maturity_score": 38,
  "maturity_level": "Initial",
  "executive_summary": "Your organization is at the Initial maturity level with foundational security awareness but limited automation and integration into development workflows. Immediate focus should be on establishing automated scanning, formalizing threat modeling practices, and building organizational security culture.",
  "immediate_priorities": [
    {
      "priority": 1,
      "action": "Implement SAST tooling in CI/CD pipeline",
      "effort": "Medium",
      "timeframe": "0-3 months"
    },
    {
      "priority": 2,
      "action": "Establish threat modeling workshops",
      "effort": "Low",
      "timeframe": "0-1 months"
    },
    {
      "priority": 3,
      "action": "Automate dependency scanning",
      "effort": "Medium",
      "timeframe": "1-3 months"
    }
  ],
  "short_term_goals": [
    {
      "goal": "Achieve 80% SAST coverage across codebases",
      "timeline": "6 months",
      "metrics": "Pull requests blocked by security issues"
    },
    {
      "goal": "Implement DAST in staging environment",
      "timeline": "6 months",
      "metrics": "Vulnerabilities found and remediated"
    },
    {
      "goal": "Complete threat modeling for 5 critical systems",
      "timeline": "3 months",
      "metrics": "Number of systems modeled"
    }
  ],
  "long_term_goals": [
    {
      "goal": "Achieve Managed/Optimized maturity level",
      "timeline": "18-24 months",
      "metrics": "Overall maturity score increase to 75+"
    },
    {
      "goal": "Full shift-left security integration",
      "timeline": "12-18 months",
      "metrics": "100% automation coverage for scanning"
    },
    {
      "goal": "Establish continuous compliance monitoring",
      "timeline": "12 months",
      "metrics": "Real-time compliance dashboard"
    }
  ],
  "step_analysis": [
    {
      "step": 1,
      "category": "Education & Awareness",
      "current_state": "Foundational",
      "gap": "Need specialized DevSecOps training programs"
    },
    {
      "step": 4,
      "category": "Dependency & Build Security",
      "current_state": "Manual",
      "gap": "Requires automated scanning integration"
    }
  ],
  "recommended_tools": [
    "SonarQube (SAST)",
    "OWASP Dependency-Check",
    "Snyk (dependency scanning)",
    "GitLab/GitHub security scanning",
    "Threat Dragon (threat modeling)",
    "Burp Suite Community (DAST)"
  ],
  "success_metrics": "Key metrics include: SAST/DAST detection rate, time-to-remediation, security training completion rates, vulnerability density per 1K LOC, and overall maturity score progression targeting 10-15 points per quarter.",
  "sessionId": "sess-abc123xyz",
  "timestamp": "2024-01-15T10:30:45Z"
}

Endpoints#

GET `/`#

Summary: Root

Description: Health check endpoint

Parameters: None

Response:

text

200 OK
Content-Type: application/json

POST `/api/devsecops/roadmap`#

Summary: Generate Roadmap

Description: Generate a customized DevSecOps implementation roadmap based on organizational assessment data.

Parameters:

NameTypeRequiredDescriptionassessmentDataobjectYesStructured assessment data containing 13 steps (step1–step13) and contextual information about organization size, industry, development methodology, and challenges.sessionIdstringYesUnique identifier for the assessment session, used for tracking and audit purposes.userIdintegerNoOptional user identifier for associating the roadmap generation with a specific user account.timestampstringNoOptional ISO 8601 formatted timestamp indicating when the assessment was conducted.

Assessment Data Structure:

The assessmentData object contains the following required fields:

step1 (object): Education & Awareness - education, workshops, platform
step2 (object): Business Alignment - business_education, resources
step3 (object): Culture & Embedding - culture, embedded
step4 (object): Dependency & Build Security - scanning, remediation
step5 (object): Requirements & Design - requirements, documentation
step6 (object): Quality Gates - quality_bars
step7 (object): Threat Modeling & Design Review - threat_modeling, training
step8 (object): Runtime Safeguards - safeguards
step9 (object): Deprecation & Incident Response - deprecation, response
step10 (object): SAST Integration - sast, local
step11 (object): DAST Integration - dast, local
step12 (object): Fuzzing - fuzz
step13 (object): Manual Testing - manual
context (object): Organizational context - org_size (required), industry (required), methodology (required), challenges (optional)

Response Schema:

FieldTypeDescriptionmaturity_scoreintegerNumerical score (0-100) indicating current DevSecOps maturity level.maturity_levelstringCategorical maturity level: Initial, Developing, Managed, or Optimized.executive_summarystringHigh-level narrative overview of current state and strategic recommendations.immediate_prioritiesarrayList of highest-priority actions to implement within 0-3 months.short_term_goalsarrayGoals targeted for achievement within 6 months.long_term_goalsarrayStrategic goals for 12-24 month timeframe.step_analysisarrayDetailed analysis of gaps and recommendations for each assessment step.recommended_toolsarrayList of specific security tools and platforms recommended for your organization.success_metricsstringNarrative description of key performance indicators and measurement strategy.sessionIdstringEchoed session identifier for audit and tracking.timestampstringISO 8601 timestamp of response generation.

HTTP Status Codes:

CodeDescription200Successful roadmap generation with complete response payload.422Validation error in request structure or required fields missing.