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Deep Signal

Evidence-backed thinking on technical due diligence, scale readiness, and software delivery performance.
Built for investors and founders who want to go beyond the code

Illustration of software documentation debt as hidden technical debt slowing engineering teams

Documentation Debt: The Most Undervalued Form of Technical Debt

When investors ask about technical debt, the conversation usually points to code. How many lines are legacy? How brittle are the tests? How old is

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27 September 2025 No Comments
Chain

Why Your Software Supply Chain Matters More Than You Think

The Overlooked Risks Hidden in Today’s Software Supply Chain When people talk about supply chains, they picture factories, trucks, and containers. But every software product

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11 September 2025 No Comments

Why MLOps Deserves Its Own Line in Your Tech Due Diligence

Everyone’s chasing AI. Few are ready to run it at scale. I’ve seen it too many times: a startup proudly touts its LLM-powered magic. The

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22 July 2025 No Comments
A creative arrangement of financial pie charts with colorful pencils and a dollar note, perfect for business themes.

DORA Metrics in VC Diligence: Speed Isn’t Enough

Why deal teams need more than deployment counts? As engineering metrics seep into VC conversations, one acronym keeps showing up: DORA. Originally defined to track DevOps

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7 July 2025 1 Comment
Flat lay of various business charts and colored pencils on wooden table, highlighting financial analysis.

The Engineering Benchmarks VCs Should Actually Care About

Cutting through noise with SRE & DORA metrics  Investors often ask about velocity. Founders often talk about shipping fast. But neither side is speaking in systems. In SaaS,

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4 July 2025 No Comments

How to Price Tech Debt into a Term-Sheet

De-risking Series A without diluting trust (or valuation) Most investors price financial risk with ruthless clarity but when it comes to engineering debt, term-sheets often

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3 July 2025 No Comments
A messy web of power lines and cables on a street in București, Romania, showcasing urban infrastructure.

How to Assess Technical Debt Without Touching the Code

Spotting scale blockers before they explode your timeline. Technical debt is often treated like a mysterious force—intangible, invisible, and only detectable when it derails a

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2 July 2025 No Comments

How to Spot the Tech Skeletons That Sink SaaS Deals

Lessons from software audits that looked fine until they weren’t Most software deals are closed on a deck. Most delivery failures start with silence. Everything seems

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24 June 2025 No Comments
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