A CTO’s Perspective: How Grading Standards Influence Strategic Technology Decisions
September 15, 2025How I Found the Best Coin Shows in Montana (And How You Can Too)
September 15, 2025The Hidden Risks in Tech M&A: Why Due Diligence Is Your Grading Scale
Tech acquisitions aren’t just about revenue multiples and headcounts. They’re like buying rare coins – the real value (and risk) lies beneath the surface. That polished React dashboard might dazzle like a mint-condition coin, but what about the backend equivalent of oxidation hiding in the crevices? Let me show you why code quality audits separate smart deals from expensive mistakes.
The M&A Grading Challenge: More Than Surface-Level Inspection
Coin collectors know the devil’s in the details – the exact placement of a mint mark, microscopic wear patterns. Tech due diligence requires the same forensic eye:
1. Code Quality Audit: The Obverse/Reverse Mismatch
Ever seen a coin where the front looks pristine but the back tells a different story? I’ve found that exact scenario in codebases:
- Sleek React components masking a backend held together with duct tape and hope
- One payments startup bragged about their test coverage… until we found their core transaction processor hadn’t been updated since 2016
// Warning Sign: When the UI and backend tell different stories
if (dashboard.shiny() && legacyCode.terrifying()) {
proceedWithCaution();
}
2. Scalability Assessment: The “Meat on the Bone” Test
Collectors prize coins with weight and substance. Your acquisition target needs similar heft:
- Can their database handle 10x growth without melting down?
- Are they using cloud services properly or just faking it?
- Real case: A “scalable” platform that crashed when user sessions exceeded their Redis free tier
Technology Risk Analysis: Grading Beyond the Surface
Coin forums buzz with debates about authenticity and condition. We need that same skepticism when examining tech claims.
1. Validate Vendor Claims
“Our AI automates everything!” usually means “We hired contractors to label data last summer”
I once tore apart an “AI-driven” product to find Excel macros and overworked interns. The due diligence saved my client $27 million in overvaluation.
2. Assess Longevity Like Coin Wear
Some coins wear better than others. Some codebases age like milk:
- That “temporary” jQuery solution from 2012 that became mission-critical
- Dependencies so old they belong in a museum
- Pro tip: Always check
package-lock.json– it’s the technical equivalent of a coin’s wear patterns
The Due Diligence Checklist Every Buyer Needs
Serious collectors use grading scales. Smart acquirers need their own:
- Code Forensics: Run the tests, then read the actual code. Both matter.
- Stress Tests: If they say “handles 100K users,” try 500K.
- Tech Debt Triage: Separate the quick fixes from the architecture quicksand.
The best deals go to those who look past the shiny demo and examine what really matters – just like that collector who spotted the rare 1917-S variant everyone else overlooked.
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