Success Metrics
Document ID: EXEC-004 Version: 1.0.0 Status: Draft Owner: Wovyr AI Platform Team Last Updated: 2026-06-26
Purpose
Section titled “Purpose”This document defines the measurable success criteria for the Wovyr AI Platform.
The metrics described here establish how the project evaluates progress across product development, engineering quality, operational excellence, ecosystem growth, and community adoption.
These metrics guide roadmap prioritization and continuous improvement.
Executive Summary
Section titled “Executive Summary”The success of Wovyr AI Platform cannot be measured by source code volume or feature count alone.
A successful platform demonstrates:
- High developer adoption
- Reliable production deployments
- Strong ecosystem participation
- Stable public interfaces
- Excellent documentation
- Operational excellence
- Sustainable community growth
Measurement Principles
Section titled “Measurement Principles”Every metric should be:
- Objective
- Measurable
- Repeatable
- Actionable
- Comparable over time
Metrics should avoid rewarding unnecessary complexity or incentivizing poor engineering behavior.
Success Categories
Section titled “Success Categories”The platform measures success in five primary categories.
- Strategic Success
- Product Success
- Engineering Success
- Operational Success
- Community Success
Strategic KPIs
Section titled “Strategic KPIs”Platform Adoption
Section titled “Platform Adoption”Measures overall ecosystem growth.
Metrics
Section titled “Metrics”- Active installations
- Active organizations
- Monthly active developers
- Annual growth rate
- Returning users
Enterprise Adoption
Section titled “Enterprise Adoption”Measures production usage.
Metrics
Section titled “Metrics”- Enterprise deployments
- Production clusters
- Commercial support engagements
- Multi-region deployments
Ecosystem Growth
Section titled “Ecosystem Growth”Measures ecosystem maturity.
Metrics
Section titled “Metrics”- Marketplace plugins
- Community templates
- Third-party integrations
- SDK downloads
Product KPIs
Section titled “Product KPIs”Developer Experience
Section titled “Developer Experience”Target:
Excellent onboarding experience.
Metrics:
- Time to first workflow
- Time to first successful agent execution
- Documentation completion rate
- Example project usage
- CLI usability feedback
Feature Adoption
Section titled “Feature Adoption”Metrics:
- Workflow engine usage
- AI runtime usage
- Plugin SDK adoption
- Dashboard usage
- API usage
- CLI usage
User Satisfaction
Section titled “User Satisfaction”Metrics:
- Documentation ratings
- Community surveys
- Issue resolution satisfaction
- Release quality feedback
Engineering KPIs
Section titled “Engineering KPIs”Build Stability
Section titled “Build Stability”Targets:
- Successful builds > 99%
- Automated builds for every commit
- Zero broken releases
Test Coverage
Section titled “Test Coverage”Targets:
| Area | Minimum |
|---|---|
| Core Runtime | 95% |
| Workflow Engine | 95% |
| Memory Engine | 90% |
| Plugin SDK | 90% |
| API | 90% |
| Dashboard Backend | 85% |
Coverage should include:
- Unit tests
- Integration tests
- End-to-end tests
- Performance tests
Code Quality
Section titled “Code Quality”Targets:
- Zero critical static analysis findings
- Consistent formatting
- Automated linting
- Security scanning
- Dependency auditing
API Stability
Section titled “API Stability”Targets:
- No breaking changes in stable releases
- Versioned APIs
- Deprecation policy followed
- Complete API documentation
Documentation Quality
Section titled “Documentation Quality”Metrics:
- API documentation coverage
- Architecture document completeness
- Example coverage
- Tutorial coverage
- Contributor documentation
Target:
100% public APIs documented.
Operational KPIs
Section titled “Operational KPIs”Availability
Section titled “Availability”Target SLO:
99.9% platform availability for supported production deployments.
Workflow Reliability
Section titled “Workflow Reliability”Metrics:
- Successful workflow completion rate
- Retry success rate
- Recovery success rate
- Compensation success rate
Targets:
- Workflow success rate > 99%
- Recovery success rate > 95%
Performance
Section titled “Performance”Target:
- P95 latency < 150 ms
- P99 latency < 500 ms
Workflow Scheduling
Section titled “Workflow Scheduling”Target:
- Schedule latency < 100 ms
Workflow Execution
Section titled “Workflow Execution”Target:
Execution overhead introduced by the platform should remain predictable and measurable across supported environments.
Plugin Loading
Section titled “Plugin Loading”Target:
Plugin initialization should complete quickly and consistently under expected workloads.
Resource Efficiency
Section titled “Resource Efficiency”Metrics:
- Memory consumption
- CPU utilization
- Storage efficiency
- Startup time
- Shutdown time
Security KPIs
Section titled “Security KPIs”Metrics:
- Critical vulnerabilities
- High-severity vulnerabilities
- Mean time to remediation
- Security audit completion
- Dependency freshness
Targets:
- Zero known critical vulnerabilities in supported releases
- Security fixes released promptly according to project policy
Observability KPIs
Section titled “Observability KPIs”Metrics:
- Metrics coverage
- Trace coverage
- Structured logging coverage
- Dashboard completeness
- Alert coverage
Target:
Every production service exposes:
- Health endpoint
- Metrics endpoint
- Distributed tracing
- Structured logs
Community KPIs
Section titled “Community KPIs”Contributors
Section titled “Contributors”Metrics:
- Active contributors
- First-time contributors
- Pull requests merged
- Documentation contributors
Community Health
Section titled “Community Health”Metrics:
- Issue response time
- Pull request review time
- Community discussions
- Event participation
Documentation
Section titled “Documentation”Metrics:
- Documentation updates per release
- Broken links
- Example completeness
- Tutorial completion
Release Quality Metrics
Section titled “Release Quality Metrics”Every stable release should satisfy:
- All automated tests passing
- Security scan completed
- Documentation updated
- Migration guide available
- Release notes published
- Upgrade path validated
Marketplace KPIs
Section titled “Marketplace KPIs”Metrics:
- Published plugins
- Certified plugins
- Downloads
- Ratings
- Active maintainers
AI Runtime KPIs
Section titled “AI Runtime KPIs”Metrics:
- Successful tool execution rate
- Planning success rate
- Reflection success rate
- Context retrieval efficiency
- Memory retrieval latency
Workflow Engine KPIs
Section titled “Workflow Engine KPIs”Metrics:
- DAG execution success
- Parallel execution efficiency
- Checkpoint recovery success
- Scheduling throughput
- State transition correctness
Memory Engine KPIs
Section titled “Memory Engine KPIs”Metrics:
- Retrieval accuracy
- Retrieval latency
- Embedding generation success
- Context compression efficiency
- Storage utilization
LLM Gateway KPIs
Section titled “LLM Gateway KPIs”Metrics:
- Provider availability
- Failover success
- Token accounting accuracy
- Streaming reliability
- Provider switching latency
Quality Gates
Section titled “Quality Gates”A release cannot be marked Stable unless all of the following conditions are met:
- All mandatory tests pass
- Security review completed
- Documentation updated
- Performance benchmarks reviewed
- No unresolved release-blocking defects
- Upgrade path verified
Quarterly Review
Section titled “Quarterly Review”Every quarter, the project should review:
- KPI trends
- Engineering metrics
- Product adoption
- Community growth
- Operational incidents
- Roadmap progress
Results should inform future planning and prioritization.
Annual Success Review
Section titled “Annual Success Review”An annual review should evaluate:
- Vision alignment
- Mission alignment
- Business goal progress
- Technical debt
- Ecosystem maturity
- Community health
- Enterprise adoption
Recommendations from the review should be incorporated into the following year’s roadmap.
Related Documents
Section titled “Related Documents”- README.md
- SUMMARY.md
- Vision
- Mission
- Business Goals
- Product Requirements Document
- Roadmap
- ADRs
Revision History
Section titled “Revision History”| Version | Date | Description |
|---|---|---|
| 1.0.0 | 2026-06-26 | Initial Success Metrics document |