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<h1 align="center">⚙️ European Parliament MCP Server — Future Workflows</h1>

<p align="center">
  <strong>🏗️ CI/CD Pipeline Evolution</strong><br>
  <em>📈 Advanced Automation and DevSecOps Practices</em>
</p>

<p align="center">
  <a href="#"><img src="https://img.shields.io/badge/Owner-CEO-0A66C2?style=for-the-badge" alt="Owner"/></a>
  <a href="#"><img src="https://img.shields.io/badge/Version-2.0-555?style=for-the-badge" alt="Version"/></a>
  <a href="#"><img src="https://img.shields.io/badge/Effective-2026--02--23-success?style=for-the-badge" alt="Effective Date"/></a>
  <a href="#"><img src="https://img.shields.io/badge/Review-Quarterly-orange?style=for-the-badge" alt="Review Cycle"/></a>
</p>

**📋 Document Owner:** CEO | **📄 Version:** 2.0 | **📅 Last Updated:** 2026-02-23 (UTC)  
**🔄 Review Cycle:** Quarterly | **⏰ Next Review:** 2026-05-23  
**🏷️ Classification:** Public (Open Source MCP Server)

---

## 📑 Table of Contents

- [Executive Summary](#-executive-summary)
- [Current Workflows Baseline](#-current-workflows-baseline)
- [Enhanced CI Pipeline](#-enhanced-ci-pipeline)
- [Security Automation](#️-security-automation)
- [Release Management](#-release-management)
- [Quality Gates Evolution](#-quality-gates-evolution)
- [Monitoring & Observability](#-monitoring--observability)
- [🔮 Visionary Roadmap: 2027–2037](#-visionary-roadmap-20272037)
- [Policy Alignment](#-policy-alignment)
- [Related Documents](#-related-documents)

---

## 🎯 Executive Summary

This document outlines the future CI/CD workflow evolution for the European Parliament MCP Server, enhancing automation, security scanning, and release management practices. **All future deployment targets serverless AWS** (Lambda, CDK, CloudFormation) — see [FUTURE_ARCHITECTURE.md](FUTURE_ARCHITECTURE.md).

> **🤖 AI Evolution Context:** CI/CD evolution assumes progression from **Anthropic Opus 4.6** (2026) through future AI generations, with **minor updates every ~2.3 months** and **major version upgrades annually** through 2037. Workflows must evolve from human-configured pipelines to AI-augmented, self-optimizing, and eventually autonomous deployment systems.

---

## 📊 Current Workflows Baseline

Current workflows are documented in [WORKFLOWS.md](WORKFLOWS.md) and [.github/WORKFLOWS.md](.github/WORKFLOWS.md).

**Current Workflows (11 total):**

| # | Workflow | Purpose |
|---|---------|---------|
| 1 | `test-and-report.yml` | Build, lint, test, coverage |
| 2 | `codeql.yml` | SAST security scanning |
| 3 | `release.yml` | npm publish with attestations |
| 4 | `integration-tests.yml` | Live API and E2E tests |
| 5 | `sbom-generation.yml` | Software Bill of Materials |
| 6 | `slsa-provenance.yml` | Build provenance attestation |
| 7 | `scorecard.yml` | OpenSSF security assessment |
| 8 | `dependency-review.yml` | Vulnerability & license scan |
| 9 | `labeler.yml` | Automatic PR labeling |
| 10 | `setup-labels.yml` | Repository label management |
| 11 | `copilot-setup-steps.yml` | Copilot agent environment |

**Current Tool Count:** 62 MCP tools (by category: 8 core + 3 advanced + 15 OSINT + 8 phase 4 + 15 phase 5 + 13 feed)

---

## 🔄 Enhanced CI Pipeline

```mermaid
flowchart LR
    subgraph "🔍 Validation"
        PUSH[Push/PR] --> LINT[ESLint + Prettier]
        LINT --> TYPE[TypeScript Check]
        TYPE --> KNIP[Unused Code Check]
    end
    subgraph "🧪 Testing"
        KNIP --> UNIT[Unit Tests]
        UNIT --> COV{Coverage ≥ 80%?}
        COV -->|Yes| E2E[E2E Tests]
        COV -->|No| FAIL1[❌ Fail]
        E2E --> PERF[Performance Tests]
    end
    subgraph "🛡️ Security"
        PERF --> CODEQL[CodeQL SAST]
        CODEQL --> AUDIT[npm audit]
        AUDIT --> LICENSE[License Check]
        LICENSE --> SCORE[OpenSSF Scorecard]
    end
    subgraph "📦 Artifact"
        SCORE --> BUILD[Build]
        BUILD --> SBOM[Generate SBOM]
        SBOM --> ATTEST[SLSA Attestation]
        ATTEST --> PUBLISH[npm Publish]
    end
```

### **🆕 Pipeline Enhancements**

| Enhancement | Current | Future | Benefit |
|-------------|---------|--------|---------|
| Performance tests | ❌ None | ✅ Response time benchmarks | Regression detection |
| Mutation testing | ❌ None | ✅ Stryker mutation testing | Test quality validation |
| API compatibility | ❌ None | ✅ Contract tests | Breaking change detection |
| Multi-Node testing | Single version | Node.js 25 + Node.js 26 (LTS, releasing Apr 2026) matrix | Forward compatibility |
| Canary releases | ❌ None | ✅ npm dist-tag canary | Risk reduction |

---

## 🛡️ Security Automation

### **📋 Enhanced Security Gates**

| Gate | Current | Future | Priority |
|------|---------|--------|----------|
| SAST | CodeQL | CodeQL + Semgrep | 🟢 Active |
| SCA | Dependabot + npm audit | + Snyk integration | 📋 Planned |
| License | FOSSA | FOSSA + license-checker | 🟢 Active |
| Secrets | GitHub secret scanning | + gitleaks pre-commit | 📋 Planned |
| Container | N/A | Docker image scanning | 📋 Planned |
| DAST | N/A | OWASP ZAP (for HTTP transport) | 📋 Planned |

### **🔒 Security Workflow**

```mermaid
flowchart TB
    subgraph "🛡️ Security Pipeline"
        PR[Pull Request] --> SAST2[Static Analysis]
        SAST2 --> SCA2[Dependency Scan]
        SCA2 --> SECRET[Secret Scan]
        SECRET --> LICENSE2[License Check]
        LICENSE2 --> GATE{All Passed?}
        GATE -->|Yes| APPROVE[✅ Security Approved]
        GATE -->|No| BLOCK[🚫 Blocked]
        BLOCK --> FIX[Fix Required]
        FIX --> PR
    end
```

---

## 📦 Release Management

### **🔄 Future Release Process**

| Phase | Actions | Automation | AWS Target |
|-------|---------|------------|------------|
| **Pre-release** | Version bump, changelog generation | `standard-version` | — |
| **Validation** | Full test suite, security scans | GitHub Actions | — |
| **Build** | TypeScript compilation, artifact creation | `tsc`, npm pack | — |
| **Attestation** | SLSA Level 3 provenance, SBOM | GitHub attestation | — |
| **Publish npm** | npm publish with provenance | Automated | npm registry |
| **Deploy AWS** | CDK deploy Lambda + API Gateway | GitHub Actions → CDK | Lambda, API GW, DynamoDB |
| **Post-release** | GitHub release, notification | Automated | SNS notification |

### **☁️ AWS Deployment Pipeline**

```mermaid
flowchart LR
    subgraph "🔄 Build"
        PUSH2[Push to main] --> BUILD2[npm run build]
        BUILD2 --> TEST2[npm test]
    end
    subgraph "📦 Package"
        TEST2 --> NPM2[npm publish]
        TEST2 --> CDK[CDK synth]
    end
    subgraph "☁️ Deploy (AWS)"
        CDK --> STAGING[Deploy Staging]
        STAGING --> E2E2[E2E Tests]
        E2E2 --> PROD[Deploy Production]
        PROD --> SMOKE[Smoke Tests]
    end
```

---

## 📊 Quality Gates Evolution

| Quality Gate | Current Threshold | Future Threshold |
|-------------|-------------------|-----------------|
| Unit test coverage | 80% lines | 85% lines, 75% branches |
| E2E test pass rate | 100% | 100% |
| ESLint violations | 0 errors | 0 errors, 0 warnings |
| TypeScript errors | 0 | 0 |
| npm audit | 0 critical/high | 0 critical/high/moderate |
| OpenSSF Scorecard | 8.0+ | 9.0+ |
| Bundle size | No limit | < 500KB |
| Performance regression | No check | < 10% regression |

---

## 📡 Monitoring & Observability

### **📊 Future Metrics**

| Metric | Source | Alert Threshold |
|--------|--------|----------------|
| Build duration | GitHub Actions | > 10 minutes |
| Test flakiness | Test results history | > 2% flaky rate |
| Dependency age | Dependabot | > 30 days behind |
| Security score | OpenSSF Scorecard | < 8.0 |
| npm download trend | npm stats | > 50% drop week-over-week |
| Coverage trend | Vitest coverage | > 2% decrease |
| OSINT tool accuracy | Intelligence validation | < 90% confidence |
| API response time | Performance monitoring | > 200ms p95 |

---

## 🚀 Visionary Workflow Advancements

### **🤖 AI-Augmented CI/CD**

| Feature | Description | Timeline |
|---------|-------------|----------|
| **AI Code Review** | LLM-powered code review for MCP tool patterns | Q3 2026 |
| **Intelligent Test Generation** | AI-generated tests for new OSINT tools | Q4 2026 |
| **Predictive Failure Detection** | ML model to predict build failures before they occur | Q1 2027 |
| **Auto-remediation** | Automated fix suggestions for common CI failures | Q1 2027 |
| **Copilot Agent Workflows** | GitHub Copilot agents for automated issue resolution | Q2 2027 |

### **☁️ AWS CDK Deployment Pipeline**

```mermaid
flowchart LR
    subgraph "🔄 CI"
        PUSH[Push to main] --> BUILD[npm run build]
        BUILD --> TEST[npm test]
        TEST --> SECURITY[Security Scans]
    end
    subgraph "📦 Package"
        SECURITY --> NPM[npm publish]
        SECURITY --> CDK[CDK synth]
        CDK --> DIFF[CDK diff]
    end
    subgraph "☁️ AWS Deploy"
        DIFF --> STAGE[Deploy Staging]
        STAGE --> SMOKE[Smoke Tests]
        SMOKE --> CANARY[Canary Deploy 10%]
        CANARY --> FULL[Full Production]
        FULL --> MONITOR[CloudWatch Monitor]
    end
```

### **🔄 Multi-Environment Promotion**

| Environment | Trigger | Validation | AWS Region |
|------------|---------|------------|------------|
| **Development** | Every push | Unit tests, linting | `eu-west-1` |
| **Staging** | Merge to main | Integration + E2E tests | `eu-west-1` |
| **Canary** | After staging pass | 10% traffic, error rate <0.1% | `eu-west-1` |
| **Production** | After canary pass | Full traffic, CloudWatch alarms | `eu-west-1` + `us-east-1` |

### **📊 Intelligence Pipeline Automation**

Future workflows will include automated OSINT intelligence pipelines:

```mermaid
flowchart TB
    subgraph "⏰ Scheduled Intelligence"
        SCHED[EventBridge Schedule] --> FETCH[Fetch EP Data]
        FETCH --> COMPUTE[Compute Scores]
        COMPUTE --> DETECT[Detect Anomalies]
        DETECT --> BRIEF[Generate Briefing]
        BRIEF --> STORE[Store in DynamoDB]
        STORE --> NOTIFY[SNS Alert]
    end
    
    subgraph "🔄 Continuous Monitoring"
        WEBHOOK[EP API Webhook] --> VALIDATE[Validate Data]
        VALIDATE --> UPDATE[Update Scores]
        UPDATE --> CHECK{Anomaly?}
        CHECK -->|Yes| ALERT[🚨 Priority Alert]
        CHECK -->|No| LOG[📝 Log Update]
    end
```

### **🧪 Advanced Testing Evolution**

| Capability | Current | Future | Target |
|-----------|---------|--------|--------|
| **Mutation Testing** | ❌ None | Stryker mutation testing | >80% mutation score |
| **Chaos Testing** | ❌ None | API failure injection | 100% graceful degradation |
| **Load Testing** | ❌ None | k6 performance tests | <200ms p95 under load |
| **Contract Testing** | Basic mocks | Pact contract tests | 100% EP API compatibility |
| **Visual Regression** | ❌ None | Report output validation | Zero visual regressions |
| **OSINT Validation** | Confidence scores | Ground truth comparison | >90% accuracy |

---

## 🔮 Visionary Roadmap: 2027–2037

> **CI/CD & Workflow Evolution** — From GitHub Actions pipelines to AI-augmented autonomous deployment systems, evolving alongside AI model generations from Anthropic Opus 4.6 through future AGI.

### 📅 Workflow Version Strategy

| Year | Version | AI Context | Workflow Milestone |
|------|---------|-----------|-------------------|
| **2026** | v1.0 | Anthropic Opus 4.6 | Foundation: 11 GitHub Actions workflows, CodeQL, SLSA provenance |
| **2027** | v2.0 | Opus 5.x | AI-augmented CI: Copilot auto-fix, predictive test selection |
| **2028** | v3.0 | Next-gen multimodal | AWS CDK deployment pipelines, multi-region infrastructure-as-code |
| **2029** | v4.0 | Specialized political AI | Self-optimizing pipelines: ML-driven build/test optimization |
| **2030** | v5.0 | Near-AGI reasoning | Autonomous deployment: AI decides when and what to deploy |
| **2031** | v6.0 | Early AGI | AGI code review: comprehensive security and quality analysis |
| **2032** | v7.0 | AGI-assisted | Self-healing CI/CD: pipelines diagnose and fix own failures |
| **2033** | v8.0 | AGI co-development | Cross-platform orchestration: unified deployment across 50+ instances |
| **2034** | v9.0 | Mature AGI | Intent-based deployment: describe goals, AGI builds pipelines |
| **2035** | v10.0 | Post-AGI | Continuous verification: every commit verified by AGI in seconds |
| **2036** | v11.0 | AGI-native | Self-evolving workflows: pipelines that improve themselves |
| **2037** | v12.0 | Superintelligent | Zero-friction deployment: thought-to-production in seconds |

> **Minor updates every ~2.3 months** deliver workflow optimizations, new security scans, and pipeline improvements.

### ⚙️ Advanced Workflow Architectures

#### Phase 4: AI-Augmented CI/CD (2029–2030)

```mermaid
graph TB
    subgraph "AI-Augmented Pipeline"
        PR[Pull Request] --> AI[AI Code Reviewer]
        AI --> TC[Test Composer]
        TC --> PS[Predictive Test Selection]
        PS --> BLD[Optimized Build]
        BLD --> SEC[AI Security Scan]
        SEC --> DEP[Auto-Deploy Decision]
    end
    subgraph "ML Pipeline Intelligence"
        ML[ML Model] --> FP[Failure Prediction]
        ML --> TO[Test Optimization]
        ML --> RA[Resource Allocation]
    end
    subgraph "Feedback Loop"
        DEP --> MON[Production Monitoring]
        MON --> ML
    end
```

- **Predictive test selection** — ML models identify which tests to run based on changed code paths
- **AI-generated test cases** — automatic test generation for new features and edge cases
- **Self-optimizing build caches** — ML-driven caching that learns optimal strategies
- **Risk-based deployment gates** — AI assesses deployment risk and adjusts approval requirements

#### Phase 5: Autonomous Deployment (2031–2033)

- **AGI code review** — comprehensive review exceeding human capability in security, performance, and correctness
- **Self-healing pipelines** — workflows diagnose and fix their own failures without human intervention
- **Continuous verification** — every deployment continuously verified against AGI-generated correctness proofs
- **Cross-platform deployment** — unified pipeline deploying to multiple cloud providers and edge locations

#### Phase 6: Transcendent CI/CD (2034–2037)

- **Intent-based pipelines** — describe deployment goals in natural language, AGI builds the workflow
- **Zero-downtime evolution** — pipeline infrastructure evolves without interrupting deployments
- **Provenance-verified supply chain** — every dependency, build step, and deployment cryptographically verified
- **Quantum-accelerated testing** — quantum computing enables exhaustive testing of all code paths

### 🏛️ Disruption Scenarios

| Disruption | Workflow Response |
|-----------|------------------|
| **GitHub Actions alternatives** emerge | Portable workflow definitions; cloud-agnostic pipeline layer |
| **AI replaces manual code review** | Progressive adoption; human oversight for critical paths |
| **Supply chain attacks** increase | SLSA Level 4+ with AGI-verified provenance |
| **Regulation requires deployment audits** | Every deployment step cryptographically logged and verifiable |
| **Quantum computing** changes security scanning | Quantum-aware security verification integrated into pipelines |

---

## 🔗 Policy Alignment

| ISMS Policy | Relevance | Link |
|-------------|-----------|------|
| 🔒 Secure Development | CI/CD security requirements | [Secure_Development_Policy.md](https://github.com/Hack23/ISMS-PUBLIC/blob/main/Secure_Development_Policy.md) |
| 🔍 Vulnerability Management | Automated scanning | [Vulnerability_Management.md](https://github.com/Hack23/ISMS-PUBLIC/blob/main/Vulnerability_Management.md) |
| 🌐 Open Source Policy | OSS release governance | [Open_Source_Policy.md](https://github.com/Hack23/ISMS-PUBLIC/blob/main/Open_Source_Policy.md) |
| 🚨 Incident Response | Automated alerting | [Incident_Response_Plan.md](https://github.com/Hack23/ISMS-PUBLIC/blob/main/Incident_Response_Plan.md) |

---

## 📚 Related Documents

| Document | Description | Link |
|----------|-------------|------|
| ⚙️ Workflows (Current) | Current CI/CD documentation | [WORKFLOWS.md](WORKFLOWS.md) |
| ⚙️ Workflows (Detailed) | Detailed GitHub workflow docs | [.github/WORKFLOWS.md](.github/WORKFLOWS.md) |
| 🚀 Future Architecture | Architecture roadmap | [FUTURE_ARCHITECTURE.md](FUTURE_ARCHITECTURE.md) |
| 🔄 Future Flowchart | Process evolution | [FUTURE_FLOWCHART.md](FUTURE_FLOWCHART.md) |
| 🛡️ Security Architecture | Security controls | [SECURITY_ARCHITECTURE.md](SECURITY_ARCHITECTURE.md) |

---

<p align="center">
  <em>This future workflows document is maintained as part of the <a href="https://github.com/Hack23/ISMS-PUBLIC">Hack23 AB ISMS</a> framework.</em><br>
  <em>Licensed under <a href="LICENSE.md">Apache-2.0</a></em>
</p>
