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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

Beyond the Buzz: Why MLOps Deserves Its Own Line in Your Tech Due Diligence

Beyond the Buzz: Why MLOps Deserves Its Own Line in Your Tech Due Diligence Everyone’s chasing AI. Few are ready to run it at scale.

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22 July 2025 No Comments
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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

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7 July 2025 No Comments
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 talkabout shipping fast.But neither side is speaking in systems.

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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
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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

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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 solid

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24 June 2025 No Comments

Technical & Operational Due Diligence for Scalable Startups

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