Agentic Git Flows

Fully automated branching strategy where AI agents autonomously manage the entire development lifecycle.

Overview

Pattern Description

This pattern enables AI agents to independently:

• Create and manage branches
• Implement features and fixes
• Run quality checks
• Merge code when criteria are met
• Deploy to production

Automation Level: 100% Human Intervention: Minimal (override only)

Branch Structure

main (production)
 └── release/* (release candidates)
      └── feature/* (agent-driven features)
           └── task/* (micro-tasks)

Workflow Phases

1. Feature Initialization

• Agent receives feature request (issue, ticket, or message)
• Analyzes requirements and creates execution plan
• Creates feature branch from latest release
• Breaks down into task branches if complex

2. Autonomous Development

• Agent implements changes in task branches
• Runs local tests after each change
• Self-reviews code against style guidelines
• Commits with conventional commit messages
• Merges completed tasks into feature branch

3. Quality Gates

┌─────────────────────────────────────────────┐
│              CI/CD Pipeline                 │
├─────────────────────────────────────────────┤
│  ✓ Unit Tests (>80% coverage)              │
│  ✓ Integration Tests                        │
│  ✓ Static Analysis (linting, formatting)   │
│  ✓ Security Scan (vulnerabilities, SAST)   │
│  ✓ Build Validation                        │
│  ✓ Performance Benchmarks                  │
└─────────────────────────────────────────────┘

4. Merge Strategy

• Agent generates PR with auto-description
• Self-approves if policy allows
• Merges to release branch
• Deletes feature branch

5. Release Promotion

• Agent monitors release criteria
• Updates changelog automatically
• Bumps version following semver
• Merges to main and tags
• Deploys to production

Key Features

Configuration

Agent Permissions

agent:
  branches:
    create: [feature/*, task/*]
    merge: [feature/* -> release/*]
    delete: [feature/*, task/*]
  release:
    create: true
    merge_to_main: true  # or require_approval: true
    tag: true

Quality Gate Thresholds

quality_gates:
  test_coverage: 80
  max_complexity: 10
  security_critical: 0
  security_high: 0
  build_time_max: 300

Feature Flags

feature_flags:
  enabled: true
  default_state: false
  auto_enable_after: "7d"  # Enable after 7 days of stability

When to Use

✅ Good Fit:

• AI-first development teams
• High test coverage (>80%)
• Strong CI/CD infrastructure
• Continuous deployment capability
• Trust in automated decisions

❌ Poor Fit:

• Regulatory requirements for human review
• Low test coverage
• Legacy systems without CI/CD
• Teams unfamiliar with automation

Error Handling

Metrics & Monitoring

Track these KPIs for agentic flows:

Related Patterns

• Agentic Team Flow — Add human oversight
• Simplified GitFlow — Manual alternative

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