Measuring What Matters: Beyond Vanity Metrics

I track 277 GitHub repositories. I measure completion percentages, money potential, and active projects. But are these the metrics that matter? Or am I optimizing for the wrong scoreboard?

The Measurement Trap

“For what will it profit a man if he gains the whole world and forfeits his soul?” - Matthew 16:26 (ESV)

We measure what’s easy to count:

• GitHub stars
• Twitter followers
• Revenue
• Productivity scores
• Lines of code

We ignore what’s hard to quantify:

• Impact on others
• Character growth
• Relationships deepened
• Wisdom gained
• Peace of mind

The Tale of Two Founders

Founder A:

• 10,000 Twitter followers
• $50K MRR
• Working 80-hour weeks
• Burned out, health declining
• Neglected marriage, kids don’t know them
• Constantly stressed about competition

Founder B:

• 500 Twitter followers
• $50K MRR
• Working 40-hour weeks
• Sustainable pace, healthy
• Present for spouse and kids
• Sleeps well, compound growth mindset

Who’s winning?

By conventional metrics: Tie (same revenue) By what matters: Founder B, decisively

Biblical Framework for Metrics

Luke 12:15 (ESV):

“Take care, and be on your guard against all covetousness, for one’s life does not consist in the abundance of his possessions.”

Metrics aligned with kingdom values:

1. Stewardship Metrics

Not “How much did I make?” but “Did I multiply what I was given?”

• Time: Hours freed through automation for high-leverage work
• Skills: Growth in capabilities that compound
• Resources: ROI on learning, tools, investments

2. Impact Metrics

Not “How many people followed me?” but “How many people did I serve?”

• Problems solved for real users
• Lives improved by products/content
• Knowledge shared that helped others

3. Character Metrics

Not “How productive was I?” but “Who am I becoming?”

• Patience in difficult situations
• Integrity when no one’s watching
• Generosity when I could hoard
• Humility in success

4. Relationship Metrics

Not “How many connections do I have?” but “How deep are my relationships?”

• Quality time with spouse
• Presence with children
• Support for parents
• Meaningful friendships maintained

Practical Application: My MRR Goal

Surface goal: $500 MRR by Q1 2026, $10K by end of 2026

But why?

• ❌ Status (“I’m a successful entrepreneur”)
• ❌ Comparison (“Better than other solopreneurs”)
• ✅ Freedom (“Replace job income, transition to full-time solopreneur”)
• ✅ Stewardship (“Multiply talents, prove concept before investing more”)
• ✅ Family (“More time with wife and kids, location independence”)
• ✅ Impact (“Build products that solve real problems”)

Correct measure: Progress toward freedom, not absolute revenue number

This changes priorities:

• Recurring revenue > One-time sales (sustainability)
• Automated systems > Manual work (scalability)
• Product-market fit > Revenue at all costs (foundation)
• Customer satisfaction > New customer acquisition (retention)

The Completion Trap

I measure project completion percentages. But:

40% complete on wrong project < 0% complete on right project

Better questions:

• Is this project still aligned with my goals?
• What would I do if I started over today?
• Am I continuing because of sunk cost fallacy?
• Does this move me closer to freedom or further into complexity?

Example: Phantom Projects

I have 127 “phantom projects” - GitHub repos without vault project files.

Vanity metric response: “I need to create 127 project files to track everything!”

What matters response: “Why do I have 127 untracked repos? Should I:

• Archive 100 that don’t align with current goals
• Focus on 10 high-leverage projects
• Delete experiments that served their purpose”

Result: Less tracking overhead, more focus on what matters

Leading vs Lagging Metrics

Lagging indicators (results):

• Revenue
• Follower count
• Project completion

Leading indicators (inputs that drive results):

• Hours spent on high-leverage activities
• Customer conversations held
• Blog posts published
• Code commits to key projects

Wisdom: Focus on leading indicators. Lagging indicators are feedback, not goals.

The Eternal Perspective

2 Corinthians 4:18 (ESV):

“As we look not to the things that are seen but to the things that are unseen. For the things that are seen are transient, but the things that are unseen are eternal.”

Questions for eternal metrics:

• In 10 years, will this achievement matter?
• On my deathbed, will I wish I’d spent more time on this?
• Am I building something that outlasts me?
• Would I be proud to explain this work to God?

Redesigning My Metrics

Based on these principles, I’m shifting from:

Old metrics:

• ❌ Number of active projects (complexity)
• ❌ GitHub issues count (maintenance burden)
• ❌ Completion percentages (sunk cost)

New metrics:

• ✅ Revenue per hour invested (efficiency)
• ✅ Customer problems solved (impact)
• ✅ Systems that run without me (freedom)
• ✅ Time available for family (priority)
• ✅ Peace of mind score (sustainability)

Your Metrics Matter

Exercise: Audit your metrics

1. List what you currently measure
   • Daily habits tracked?
   • Business KPIs?
   • Personal goals?
2. Ask “why” five times
   • Why track this?
   • Why does that matter?
   • Why does THAT matter?
   • (Continue until you reach core value)
3. Identify misalignments
   • What are you measuring that doesn’t serve your core values?
   • What core values have no metrics?
4. Redesign metrics around what matters
   • Create leading indicators for core values
   • Remove vanity metrics
   • Design for sustainability, not heroics

Conclusion

The most dangerous metrics are those we optimize unconsciously - following industry defaults, chasing what others chase, measuring what’s easy rather than what’s important.

Step back. Question everything. Measure what matters to you, not to Twitter.

Your scoreboard should reflect your values. If it doesn’t, you’re playing someone else’s game.

Reflection Question: What’s one metric you track that doesn’t actually align with your core values? What should you measure instead?