Episode 245 | Listen on YouTube | Apple Podcasts | Spotify
The Problem: Invisible Value
You’re generating value every single day. You’re writing code, fixing systems, catching problems before they blow up. But there’s a problem: it’s invisible.
All that value lives in your head. It’s scattered across code reviews, Slack conversations, and things that didn’t break because you were paying attention. When it comes time to ask for a raise, negotiate a new role, or know what you’re actually worth? That value is nowhere to be found.
Invisible value doesn’t have a price.
This episode introduces the Contribution Audit—a simple framework to write down what you actually did this year and see your impact on paper. Once you see it, everything changes.
Meet Marcus: Your Real Example
Marcus is a senior backend engineer at a mid-size fintech company. Mid-30s. $125K salary + benefits. 5 years at the company. Good performance reviews. Promoted once. He feels competent but increasingly unsettled about money and job security.
Sound familiar? That’s probably you or someone you know.
Here’s what Marcus did this year—and what he had no idea was actually worth:
Contribution #1: The Payment Processing Script
Marcus noticed that manual payment reconciliation was eating up someone on the operations team—about 3-4 hours a day. It was error-prone. It was slowing down month-end closes.
He wrote a script to automate 80% of it. Just a few hours of work. But it worked.
The math: Operations went from 3-4 hours a day doing manual work to maybe 30 minutes a day reviewing automated output. That’s 2.5-3.5 hours per day saved. For one person. Every single day.
How Marcus would write this down: “Developed an automated payment reconciliation script that reduced manual operations work from 3-4 hours daily to 30 minutes daily.”
Contribution #2: The Database Optimization
One of the core queries that the app runs hundreds of times per day was slow. It wasn’t breaking anything, but it was making the system sluggish. Marcus dug into it. Found a missing index. Fixed it.
Response time went from 800ms to 80ms. 10x faster.
Why it matters: Customers didn’t see a new button. But the app got faster. Faster apps mean better user experience. Better user experience means less churn, more conversions. At fintech scale, milliseconds matter.
How Marcus would write this down: “Optimized core database query by adding proper indexing, improving response time from 800ms to 80ms (10x improvement).”
Contribution #3: The Compliance Bug Hunt
During a routine code review, Marcus caught something subtle in how transactions were being logged for audit purposes. It wasn’t quite right. If compliance came knocking during an audit, it could be a problem.
He escalated it. It got fixed before it became an issue. Crisis averted. No one knows how close they were.
Why it matters: This is the kind of thing that’s hardest to quantify but most important to acknowledge. Marcus caught something that could have cost the company thousands in fines, legal fees, remediation work. But because he caught it early? It cost nothing. It looks like it never happened. And that’s the invisibility problem right there.
How Marcus would write this down: “Identified and flagged a compliance logging issue during code review that could have resulted in audit failures; issue was fixed before deployment, preventing potential regulatory fines.”
Contribution #4: Onboarding a New Backend Engineer
The team hired a junior backend engineer in March. Marcus spent time ramping them up. Code reviews. Pair programming. Teaching them the codebase. The junior would have taken 3-4 months to be productive on their own. With Marcus’s help, it was 6-8 weeks.
That’s a month of productivity gained. Per person.
Why it matters: A lot of people skip this one. They think: “That’s just part of being senior. That’s not a contribution.” Wrong. That’s a contribution. You accelerated someone’s path to productivity. That has value.
How Marcus would write this down: “Mentored and onboarded new backend engineer, reducing ramp-up time from 3-4 months to 6-8 weeks through code reviews, pair programming, and documentation.”
Contribution #5: Incident Response—The Outage
There was a production incident. A service went down. Customers couldn’t process transactions. Marcus was on-call. He diagnosed the problem in 10 minutes while others were still searching. Coordinated the fix. Service was back up in 45 minutes instead of what could have been 2-3 hours.
Why it matters: Every minute of downtime in fintech costs money. Directly. Lost transactions. Angry customers. Potential churn. Marcus cut the recovery time in half—maybe more. That’s not theoretical. That’s real dollars.
How Marcus would write this down: “Rapid diagnosis and coordination during production incident, reducing downtime from estimated 2-3 hours to 45 minutes, preventing significant transaction losses.”
Contribution #6: Documentation and Process Improvement
The deployment process was documented in like five different places. It was confusing. People would deploy wrong. Marcus cleaned it up. Created a single source of truth. Added troubleshooting steps. Now when people have questions, they check the doc instead of asking.
It’s saved him from maybe 10-15 “How do I deploy?” questions this year. Small. But it compounds.
Why it matters: Don’t skip the small stuff. Marcus didn’t invent something new. He just made something clear. And now other people can do their job without interrupting him. That frees up his time. That’s a contribution.
How Marcus would write this down: “Consolidated and improved deployment documentation, reducing deployment-related support questions by ~80% and improving process clarity for the team.”
What to Notice About Marcus’s List
- Two big technical wins: The script and the database optimization
- One crisis management: The compliance catch
- One people/mentoring win: Onboarding
- One incident response: The outage
- One process/documentation improvement: Small but real
He didn’t invent artificial intelligence. He didn’t lead a team of 50. He just did his job well.
And when you write it down like this? It stops being invisible. It becomes factual.
How to Do Your Own Contribution Audit: 3 Simple Steps
Step 1: Brain Dump (5-10 minutes)
Open a document right now. Your phone. A napkin. Whatever. Write down everything you did this year that mattered. Don’t worry about order. Don’t worry about how big or small. Don’t worry about how to word it. Just get it out.
Think about:
- Things you shipped or fixed
- Problems you solved before they became bigger problems
- Things you made faster or better
- Things you taught someone
- Crisis situations you helped with
- Processes you improved
Get messy. Quantity over quality here. Shoot for 10-20 things. Then pick your top 6.
Step 2: Pick Your Top 6 (5 minutes)
Out of everything you wrote, which 6 actually matter? Which ones would you feel good saying out loud? Which ones would your manager probably agree were important?
You probably have 2-3 big ones. 2-3 smaller ones. That’s the mix. That’s the formula.
Step 3: Write Them in Plain Language (10 minutes)
For each one, write ONE sentence. Just one. What did you do? What was the result?
Not: “Improved things.”
Yes: “Optimized the payment processing system, reducing processing time by 40%.”
Not: “Helped the team.”
Yes: “Mentored new engineer, reducing their ramp-up time by 6 weeks.”
The sentence should be something you could say in a conversation without feeling like you’re bragging. It’s just… what happened.
About the Numbers: You Don’t Need to Be Perfect
Here’s what people often ask: “Wait, how am I supposed to know if something saved 150 hours or 140 hours? How do I know the exact percentage improvement?”
Fair question. Here’s the answer: You don’t need to know exactly. But you need to know reasonably.
There’s a difference.
What “Reasonable” Means
Your job in the audit is to capture the contribution, not to be a forensic accountant. You’re writing down what you know from being there. You saw it happen. You know roughly how much impact it had. That’s enough for this step.
The numbers don’t need to be exact. They need to be defensible.
Defensible means: If someone asked you about it, you could explain where the number came from. “I counted the incidents that quarter” or “I checked with the team on how much time it takes now” or “I looked at the metrics dashboard.” You’re not making it up. You’re not pulling it from thin air. You observed it.
Four Ways to Get Numbers You Can Defend
Option 1: Use what you know. You deployed code 47 times this year. You know that. Write it down.
Option 2: Ask someone. “Hey, how much time do you spend on X now?” Your teammate will tell you. Use that.
Option 3: Check the system. Metrics, dashboards, logs—whatever your company tracks. That’s data, not a guess.
Option 4: Make a reasonable estimate based on what you know. If you know a process used to take 2 hours and now takes 30 minutes, you can estimate the time saved for the rest of the team. That’s reasonable. That’s defensible.
What NOT to Do
Don’t guess wildly. Don’t make up numbers. Don’t say “maybe 50%” without knowing why. Technical people smell that immediately, and you lose credibility.
Why This Works for Marcus
- The script saves 3-4 hours daily? That’s from ops saying so. Defensible.
- The database improvement is 10x? He measured both queries. Defensible.
- The compliance bug could cost thousands in fines? That’s based on knowing what compliance violations cost in fintech. Defensible.
- The onboarding saved 6 weeks? That’s based on comparing his ramp-up to what the junior engineer would have needed. Defensible.
- The incident was 45 minutes vs 2-3 hours? He was there. He knows. Defensible.
Notice what they all have in common: Marcus could explain where the number came from.
The goal of this audit isn’t precision. The goal is visibility. You’re not presenting this to the SEC. You’re writing it down for yourself so you can see what you actually did. So you know your own worth.
What Happens After You Do the Audit
Once you have this list, three things happen:
First, you see yourself clearly. You’re not “just doing your job.” You’re generating value. Real, measurable value. Your brain stops fighting you on that.
Second, you have permission to talk about it. When someone asks “What did you do this year?” or “Why do you deserve a raise?” you don’t have to make it up. You read from your list. You’re not bragging. You’re just stating facts.
Third, everything that comes next gets easier. Next week, if we talk about pricing your worth? You’ll already have the foundation. You’ll already know what you generated. You won’t be guessing.
This list is your parachute. It’s proof. It’s leverage.
Your Assignment
Here’s what I want you to do: Tonight. Before bed. Spend 30 minutes on this.
Write down your top 6 contributions from this year in plain language. Don’t overthink it. Just get it done.
Then reply to the email that brought you this episode. Tell me what you found. Did the list surprise you? Was something on there you’d completely forgotten about?
I read every reply.
Next week, we’re going to take that list and put numbers on it. We’re going to figure out what this stuff is actually worth. But first, you gotta see it.
The Bottom Line
You’re generating more value than you realize. You just can’t see it yet because it’s scattered, invisible, and sitting in your head.
The Contribution Audit fixes that. In 30 minutes, you’ll have proof. In one document, you’ll see what you’ve actually generated.
And once you see it? Everything changes.
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— focused on clarity, ownership, and taking control of your direction without hype.
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