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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