Developer Performance Scorecard for Non-Technical Founders
Developer Performance Scorecard
For Non-Technical Founders Who Need to Evaluate Their Dev Teams
Quick Team Assessment (15 minutes)
Section 1: Delivery Performance (25 points)
Feature Cycle Time (5 points)
- Small features complete in 1-2 weeks (5 pts)
- Small features complete in 2-4 weeks (3 pts)
- Small features complete in 4+ weeks (1 pt)
- No consistent cycle time measurement (0 pts)
Estimate Accuracy (5 points)
- Estimates typically within 25% of actual (5 pts)
- Estimates typically within 50% of actual (3 pts)
- Estimates typically 2x actual time (1 pt)
- Estimates are consistently way off (0 pts)
Deployment Frequency (5 points)
- Daily deployments (5 pts)
- Weekly deployments (4 pts)
- Bi-weekly deployments (2 pts)
- Monthly or less frequent (0 pts)
Scope Creep Management (5 points)
- Clear scope documentation and change process (5 pts)
- Informal but effective scope management (3 pts)
- Frequent scope changes without process (1 pt)
- No scope management (0 pts)
Emergency Response (5 points)
- Rare emergencies, quick resolution (5 pts)
- Occasional emergencies, managed well (3 pts)
- Weekly firefighting mode (1 pt)
- Constant crisis management (0 pts)
Section 2: Quality Indicators (20 points)
Bug Escape Rate (5 points)
- 90%+ bugs caught before customers (5 pts)
- 80-90% bugs caught internally (4 pts)
- 70-80% bugs caught internally (2 pts)
- Customer finds most bugs (0 pts)
Technical Debt Management (5 points)
- Regular refactoring, low technical debt (5 pts)
- Manageable technical debt with plan (3 pts)
- Growing technical debt concerns (1 pt)
- Technical debt blocking progress (0 pts)
Code Review Process (5 points)
- Consistent peer reviews before deployment (5 pts)
- Informal but regular code reviews (3 pts)
- Sporadic code reviews (1 pt)
- No code review process (0 pts)
Testing Coverage (5 points)
- Automated tests catch regressions (5 pts)
- Manual testing prevents most issues (3 pts)
- Minimal testing, some issues slip through (1 pt)
- Little to no testing process (0 pts)
Section 3: Team Health (25 points)
Developer Satisfaction (5 points)
- Team regularly expresses satisfaction (5 pts)
- Team generally positive with minor concerns (3 pts)
- Team has significant frustrations (1 pt)
- Team expresses major dissatisfaction (0 pts)
Knowledge Sharing (5 points)
- Strong documentation and knowledge transfer (5 pts)
- Good informal knowledge sharing (3 pts)
- Limited knowledge sharing (1 pt)
- Knowledge silos and single points of failure (0 pts)
Professional Growth (5 points)
- Clear growth paths and skill development (5 pts)
- Some growth opportunities provided (3 pts)
- Limited growth opportunities (1 pt)
- No professional development focus (0 pts)
Team Retention (5 points)
- Less than 10% annual turnover (5 pts)
- 10-20% annual turnover (3 pts)
- 20-30% annual turnover (1 pt)
- Over 30% annual turnover (0 pts)
Communication Effectiveness (5 points)
- Clear, regular business-technical communication (5 pts)
- Good communication with minor gaps (3 pts)
- Communication challenges but workable (1 pt)
- Poor communication causing problems (0 pts)
Section 4: Business Alignment (20 points)
Priority Understanding (5 points)
- Team clearly understands business priorities (5 pts)
- Team generally aligned with business goals (3 pts)
- Some disconnect between team and business (1 pt)
- Team working without clear business context (0 pts)
Stakeholder Communication (5 points)
- Regular, effective stakeholder updates (5 pts)
- Good stakeholder communication overall (3 pts)
- Inconsistent stakeholder communication (1 pt)
- Poor stakeholder communication (0 pts)
Feature Value Delivery (5 points)
- Features consistently drive business metrics (5 pts)
- Most features provide clear business value (3 pts)
- Mixed value from delivered features (1 pt)
- Unclear business value from development work (0 pts)
Resource Efficiency (5 points)
- Development budget used efficiently (5 pts)
- Generally good resource utilization (3 pts)
- Some resource waste but manageable (1 pt)
- Significant resource inefficiency (0 pts)
Section 5: Process Maturity (10 points)
Planning Process (5 points)
- Structured planning with clear milestones (5 pts)
- Informal but effective planning (3 pts)
- Basic planning with some structure (1 pt)
- Ad-hoc planning or no planning process (0 pts)
Risk Management (5 points)
- Proactive risk identification and mitigation (5 pts)
- Some risk awareness and planning (3 pts)
- Reactive risk management (1 pt)
- No formal risk management (0 pts)
Scoring Guide
Total Points: ____/100
Score Interpretation:
90-100 points: Excellent Your team is performing at a high level. Focus on maintaining standards and planning for scale.
75-89 points: Good Solid foundation with room for optimization. Identify 1-2 key areas for improvement.
60-74 points: Needs Improvement Several areas requiring attention. Consider process improvements and potentially external guidance.
45-59 points: Significant Issues Multiple critical areas need addressing. Strong recommendation for engineering management consultation.
Below 45 points: Crisis Mode Immediate intervention needed. Your development investment is at high risk.
Action Plan Template
Immediate Actions (Next 30 days):
Short-term Goals (Next 90 days):
Areas for External Help:
□ Engineering management consulting □ Technical due diligence □ Team performance optimization □ Hiring and talent evaluation □ Process implementation
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