A CTO’s Strategic Lens: How Image Quality and Data Integrity Impact Technology Decision-Making
September 22, 2025How I Balanced My Wealth Distribution Between Coins and Other Investments (A Step-by-Step Guide)
September 22, 2025The Hidden Risks of Unique Tech Stacks in M&A Deals
When one tech company acquires another, a thorough technical review is essential. I want to share why a target company’s tech approach can make or break an M&A deal. Over my years in M&A due diligence, I’ve watched promising acquisitions fall apart because of what I call ‘POP 1 codebases’—systems so unique they feel like one-of-a-kind relics.
The ‘AU58+ Capped Bust’ Syndrome in Tech
Think of rare coins that don’t fit standard grading scales. Some tech stacks become so customized they’re nearly impossible to evaluate properly. I once reviewed a payment system written in a mix of Pascal and Perl, with zero documentation. It was like finding a rare 1834 coin in a junk drawer—interesting, but a nightmare to value.
Four Critical Technical Due Diligence Checkpoints
1. Code Quality Audit: More Than Surface Beauty
A slick interface doesn’t guarantee clean code. Here’s what we measure:
- Cyclomatic complexity over 20 means refactoring is urgent
- Test coverage below 70% signals technical debt
- More than 5% duplicated code hints at deeper design flaws
// Example of problematic 'POP 1' code we encountered
function processTransaction() {
// 800-line monolith with nested conditionals
// Zero unit tests
// Uses deprecated library from 2012
}
2. Scalability Assessment: Will It Break at Acquisition Scale?
What works for a startup often fails under enterprise demand. Watch for:
- Hardcoded limits (like max_users=10,000)
- No design for horizontal scaling
- Single points of failure
3. Technology Risk Analysis: The Hidden Time Bombs
These issues have derailed deals I’ve advised on:
- Core dependencies with no active maintainers
- Security patches outdated by more than 6 months
- Custom frameworks without community support
Actionable Fixes for ‘POP 1’ Codebases
The 90-Day Remediation Plan
If you’re preparing for acquisition, start here:
- Create thorough documentation (aim for a 1:100 doc-to-code ratio)
- Add static analysis to your CI/CD pipeline
- Refactor critical paths using pair programming
One client boosted their acquisition valuation by 40% after following our technical remediation plan—like earning a premium grade for their codebase.
Conclusion: Don’t Let Your Codebase Be a Museum Piece
Just as collectors debate coin grades, acquirers scrutinize your tech stack’s quality markers. The gap between a deal-breaking ‘POP 1’ codebase and acquisition-ready software boils down to:
- Clear, accessible documentation
- Adherence to industry standards
- Regular attention to technical health
Keep this in mind: In M&A tech due diligence, uniqueness often lowers value, while maintainability raises it. Your code shouldn’t require a specialist to understand its worth.
Related Resources
You might also find these related articles helpful:
- How I Turned My Rare Coin Grading Expertise into a $50,000 Online Course on Teachable – Teaching What You Know: My Blueprint for Creating a Profitable Online Course Sharing your expertise can be a fantastic w…
- How to Build a Custom Affiliate Marketing Dashboard for Maximum Conversions – Introduction Want to know the secret weapon top affiliate marketers use? It’s not just great offers or catchy ads –…
- How I Built a High-Converting B2B Lead Gen Funnel Using API Integrations – Marketing Isn’t Just for Marketers As a developer, I realized my technical skills could build lead generation syst…