Welcome to Osparna's Blog

The Builder’s Eye: What Technical Founders Look for in Code Reviews
October 14, 2025

During a recent due diligence engagement, a PE firm asked us to evaluate a “world-class engineering team” at a Series B…

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The Hidden Killer of Early-Stage Startups: Why Customer Discovery Failures Doom Most Ventures
September 30, 2025

*And how smart founders are solving the participant recruitment problem* The statistics are sobering: 70% of startups fail not because of…

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Four Days to Technical Truth: Our Rapid Assessment Methodology
September 21, 2025

“Can you evaluate their technology stack by Friday? We need an answer before the weekend.” Not an ask you want to…

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The AI Breakup: It’s not you. It’s me.
September 14, 2025

The growing use of ChatGPT has expanded beyond its original purpose as a tool, with some people turning to it for…

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The (Almost) $10M Mistake: How Confirmation Bias Derails Tech Due Diligence
August 19, 2025

A prominent PE firm was a week away from closing a $10 million Series B investment. The target? A “revolutionary” AI-powered…

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Beyond the Hype: Smarter Investing in Biotech Startups
July 9, 2025

Biotech promises massive returns—but only for those who do their homework. Here’s a due diligence blueprint, and how firms like Osparna…

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Value of software in an era of increased supply
May 9, 2025

Looking at Claude Code, it’s becoming easier to build applications quickly. While there are numerous, hard-to-predict implications, there will clearly be…

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I asked AI
March 27, 2025

We know that AI is going to impact due diligence – approach, analysis, and data collection. Assuming that is true, I…

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Whisper.AI, Fabric, Ollama & llama 3
September 8, 2024

Osparna has been utilizing Open Source Software tools to analyze the decision making process in our company. One way we do…

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Technology Due Diligence By Builders
August 3, 2024

In addition to engaging in Technology Due Diligence, Osparna is a team of builders. Likely many, what we build is often…

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