Startup Lessons: Technical Debt
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Three years into Pied Piper, I've learned a lot about technical debt. Here's what I wish someone had told me earlier.
#Technical Debt is a Loan
The metaphor is apt. Like financial debt:
- It lets you move faster now by borrowing from the future
- Interest accumulates - The longer you wait, the worse it gets
- Some debt is good - A mortgage lets you buy a house you couldn't afford with cash
The problem is when you take on debt without realizing it.
#The Three Types
#1. Deliberate Debt
"We know this is hacky, but we need to ship by Friday."
This is fine if you actually pay it back. We keep a DEBT.md file:
## Technical Debt Register
### High Priority
- [ ] Auth service still uses MD5 (security risk)
- [ ] No rate limiting on public API
### Medium Priority
- [ ] Duplicate code in compression modules
- [ ] Test coverage below 60% in networking layer
### Low Priority
- [ ] Variable naming inconsistent
- [ ] Some functions exceed 100 lines
#2. Accidental Debt
You didn't know it was debt when you wrote it. Later, requirements changed and your design doesn't fit.
This is unavoidable. The key is recognizing it early.
#3. Bit Rot
Code that was fine but degraded over time. Dependencies got updated. The ecosystem moved on. Your patterns became antipatterns.
#How We Manage It
- 20% rule - One day per week for debt repayment
- Boy Scout rule - Leave code cleaner than you found it
- Debt ceiling - If the register gets too long, we stop features
#The Hardest Lesson
Sometimes the best move is to declare bankruptcy and rewrite. We did this with our storage layer. It hurt, but the alternative was death by a thousand cuts.
Technical debt isn't bad. Unmanaged technical debt is bad.
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