watchflow

Features

Watchflow replaces static protection rules with context-aware monitoring. Our features ensure consistent quality standards so teams can focus on building, increase trust, and move fast.

Core Features

Repository Analysis → One-Click PR

• Paste a repo URL, get diff-aware rule recommendations (structure, PR history, CONTRIBUTING).
• Click “Proceed with PR” to auto-create .watchflow/rules.yaml on a branch with a ready-to-review PR body.
• Supports GitHub App installations or user tokens; logs are structured and safe for ops visibility.

Context-Aware Rule Evaluation

Intelligent Context Analysis

• Understands repository structure and team dynamics
• Considers historical patterns and current context
• Distinguishes between legitimate exceptions and actual violations
• Adapts enforcement based on team feedback and learning

Hybrid Decision Making

• Combines rule-based logic with AI intelligence
• Reduces false positives through context awareness
• Provides detailed reasoning for all decisions
• Maintains audit trails for compliance requirements

Plug n Play GitHub Integration

Native GitHub Experience

• Works entirely within GitHub interface
• No additional UI or dashboard required
• Real-time feedback through comments and status checks
• Integrates with existing GitHub workflows

Comment-Based Interactions

• Acknowledge violations with simple comments
• Request escalations for urgent cases
• Get help and status information
• Maintain conversation history in PR threads

Flexible Rule System

Declarative Rule Definition

• YAML-based rule configuration
• Simple, readable rule syntax
• Version-controlled rule management
• Environment-specific rule variations

Rich Condition Support

• File patterns and content analysis
• Team and role-based conditions
• Approval and review requirements
• Custom business logic integration

Key Capabilities

Pull Request Governance

Automated Review Enforcement

• Ensure required approvals are obtained
• Enforce team-based review requirements
• Prevent self-approval scenarios
• Track review coverage and quality

Security and Compliance

• Detect security-sensitive changes
• Require security team review for critical files
• Enforce coding standards and practices
• Maintain compliance audit trails

Quality Assurance

• Enforce testing requirements
• Require documentation for complex changes
• Check for code quality indicators
• Prevent technical debt accumulation

Deployment Protection

Environment Safety

• Protect production environments
• Require explicit approval for critical deployments
• Prevent unauthorized deployment changes
• Track deployment history and approvals

Rollback Protection

• Ensure safe deployment practices
• Require rollback plans for major changes
• Track deployment success rates
• Maintain deployment audit trails

Team Collaboration

Review Distribution

• Balance review workload across teams
• Ensure cross-team knowledge sharing
• Encourage senior developer involvement
• Guide new team members through processes

Mentorship and Onboarding

• Require senior review for junior developers
• Enforce pair programming for complex changes
• Guide new team members through proper processes
• Track learning and development progress

Advanced Features

Acknowledgment Workflow

Flexible Exception Handling

• Allow legitimate exceptions with proper documentation
• Support team-based acknowledgment decisions
• Maintain audit trails for all exceptions
• Provide escalation paths for urgent cases

Intelligent Acknowledgment Processing

• AI-powered acknowledgment evaluation
• Context-aware approval decisions
• Automatic escalation for high-risk exceptions
• Learning from acknowledgment patterns

Real-Time Monitoring

Live Status Updates

• Real-time rule evaluation status
• Immediate feedback on violations
• Live acknowledgment processing
• Instant escalation notifications

Comprehensive Logging

• Complete audit trail for all decisions
• Detailed reasoning for each action
• Historical pattern analysis
• Performance and accuracy metrics

Scalable Architecture

Multi-Repository Support

• Manage rules across multiple repositories
• Organization-wide rule templates
• Repository-specific customizations
• Centralized governance management

High Performance

• Sub-second response times
• Concurrent rule evaluation
• Efficient resource utilization
• Scalable to enterprise workloads

User Experience Features

Developer-Friendly Interface

Simple Comment Commands

# Acknowledge a violation
@watchflow acknowledge "Security review completed offline"
@watchflow ack "Security review completed offline"

# Acknowledge with reasoning
@watchflow acknowledge "Emergency fix, team is unavailable"
@watchflow ack "Emergency fix, team is unavailable"

# Evaluate the feasibility of a rule
@watchflow evaluate "Require 2 approvals for PRs to main"

# Get help
@watchflow help

Clear Communication

• Detailed explanations for all decisions
• Actionable guidance for resolving violations
• Context-aware recommendations
• Helpful error messages and suggestions

Team Collaboration

Role-Based Interactions

• Different capabilities for different team roles
• Senior developer override capabilities
• Team-based acknowledgment decisions
• Escalation workflows for urgent cases

Knowledge Sharing

• Cross-team review requirements
• Documentation enforcement
• Best practice guidance
• Learning and development tracking

Integration Features

GitHub Ecosystem

Native GitHub Integration

• GitHub App installation and management
• Webhook-based event processing
• Status check integration
• Comment thread management

GitHub Features Support

• Pull request reviews and approvals
• Deployment protection rules
• Branch protection integration
• Issue and project integration

External Integrations

AI Service Integration

• OpenAI GPT models for intelligent evaluation
• LangSmith for AI debugging and monitoring
• Custom AI model support
• Multi-provider AI integration

Monitoring and Observability

• Prometheus metrics integration
• Grafana dashboard support
• Log aggregation and analysis
• Performance monitoring and alerting

Security Features

Access Control

GitHub App Security

• Secure webhook signature validation
• GitHub App authentication
• Role-based access control
• Audit trail for all actions

Data Protection

• Encrypted data transmission
• Secure credential management
• Privacy-compliant data handling
• GDPR and SOC2 compliance

Compliance and Audit

Complete Audit Trail

• All decisions logged with reasoning
• User action tracking and attribution
• Compliance report generation
• Historical analysis and reporting

Policy Enforcement

• Consistent rule application
• Policy violation tracking
• Compliance monitoring and alerting
• Regulatory requirement support

Performance Features

High Availability

Reliable Operation

• 99.9% uptime guarantee
• Automatic failover and recovery
• Load balancing and scaling
• Disaster recovery capabilities

Performance Optimization

• Sub-second response times
• Efficient resource utilization
• Caching and optimization
• Scalable architecture design

Monitoring and Analytics

Real-Time Metrics

• Response time monitoring
• Accuracy and performance tracking
• Usage analytics and insights
• Cost optimization recommendations

Proactive Alerts

• Performance degradation alerts
• Error rate monitoring
• Capacity planning insights
• Predictive maintenance

This site is open source. Improve this page.