How I Built a $38,000/Month Online Course Teaching Precious Metals Profits
October 15, 2025Why Your Morgan Dollars Aren’t Gaining Value Despite Rising Silver Prices (And How To Fix It)
October 16, 2025When Code Quality Determines Deal Survival
When one tech company acquires another, a deep technical audit is required. I’ll explain why a target company’s approach to this specific problem can be a major red flag or a green light during an M&A deal. Just as refiners assess precious metals based on purity and processing costs, acquirers must evaluate codebases for hidden contaminants that erode value.
The Metallurgy of Mergers: Understanding Tech Due Diligence
In 14 years conducting technical due diligence, I’ve seen $2B deals collapse over what developers dismissively call ‘legacy systems.’ These situations mirror precious metals refining:
The Melt Value Paradox
Consider a recent deal where a SaaS company claimed their .NET core stack was ‘99.9% pure.’ Our audit revealed:
- 40% of APIs lacked version control (War Nickel equivalent)
- Technical debt consuming 30% of engineering bandwidth (Manganese contamination)
- Proprietary authentication incompatible with buyer’s infrastructure (Sterling silver in a .999 world)
“We almost paid premium for fool’s gold,” the acquiring CTO later admitted. “Their ‘scalable’ architecture couldn’t handle 10% of our user load.”
Code Quality Assay: The Acid Test
Like assaying silver content in mixed purity coins, we use these metrics:
1. Defect Density Analysis
# Sample Python script to calculate defect density
def calculate_defect_density(total_defects, kloc):
return total_defects / kloc
# Industry threshold: < 0.5 defects/KLOC
# Acquisition red flag: > 2.0 defects/KLOC
2. Dependency Crucible
A fintech target boasted ‘modern microservices’ but our meltdown test revealed:
- 127 abandoned NuGet packages (equivalent to 40% silver halves)
- Node.js services dependent on 15 deprecated npm modules (War Nickel manganese risk)
- 32% of Docker images with critical CVEs (Tarnished sterling)
Scalability: From Junk Silver to COMEX Bars
The $38K silver melt example demonstrates market preference for standardized forms. In tech, this translates to:
The .999 Compliance Standard
A cloud infrastructure’s ability to:
- Auto-scale beyond 5x current load (Melt capacity test)
- Maintain < 100ms latency at 10K TPS (Purity under pressure)
- Integrate with industry-standard monitoring (Assay certification)
Case Study: The 200K RPM Refinery Failure
A DevOps tools company failed scalability testing spectacularly:
LOAD TEST RESULTS - Target Infrastructure
-------------------
| Users | Latency | Error Rate |
| 10,000 | 427ms | 0.2% |
| 50,000 | TIMEOUT | 98.7% |
-------------------
# Equivalent to melting war nickels - system collapsed under alloy complexity
Technology Risk Analysis: Spotting the Manganese
War nickels require special handling due to manganese content. In codebases, we look for:
Architectural Half-Life
Calculate tech stack obsolescence risk:
def obsolescence_risk(years_since_release, community_activity, security_patches):
risk = (years_since_release * 0.4) +
((1 - community_activity) * 0.3) +
((1 - security_patches) * 0.3)
return risk
# > 0.7 = Deal-breaking contamination
The 98% Purity Illusion
Like jewelry buyers paying 98% spot for melted gold, acquirers often overvalue:
- Feature completeness over code health
- Current revenue over technical scalability
- Architecture diagrams over load test results
The Refiner’s Playbook: Actionable Due Diligence Steps
1. Run the Crucible Tests
Mandatory technical assessments:
- 72-hour endurance test at 300% capacity
- Dependency license compliance audit
- Secrets detection scan across all repos
2. Negotiate the Melt Clause
Sample contract language for tech acquisitions:
"Purchase price adjustment =
(Base Price) -
(Technical Debt Remediation Cost * 1.3) -
(Scalability Gap Investment * 0.7)"
Conclusion: From Melt Value to Market Value
The $38K silver melt wasn’t about destruction—it was value liberation through purification. In M&A tech due diligence:
- War nickels (legacy code) must be identified early
- .999 purity (cloud-native readiness) demands premium valuation
- Manganese risks (architectural debt) require specialized handling
Just as refiners won’t pay 98% for contaminated silver, acquirers must never overpay for technically impure assets. Your due diligence process is the assay office protecting against devaluation by technical dilution.
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