Research & Insights

Vulnerabilities, offensive techniques, and cybersecurity trends from the Krill team.

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AI in Security

The Engine Isn't Enough: How to Evaluate If an Autonomous Security Tool Is Trustworthy

The engine that finds vulnerabilities isn't the only thing that matters. Here's what the harness of a security tool is and how to use it to evaluate autonomous systems before you trust them.

Oct 20, 2026·Efrain Reyes, Founder·9 min read
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Recent articles

ResearchAug 6, 2026

Security as an Investment Criterion: What VCs Evaluate Before Funding Your Startup

More and more funds are including security in their technical due diligence. Discover what investors evaluate and how to prepare before raising your next round.

Efrain Reyes, Founder·7 min read
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Offensive Sec.Aug 2, 2026

Shadow IT and Forgotten Assets: Why You Need Continuous Asset Discovery

Test subdomains, internal APIs, and cloud services nobody remembers: discover why Shadow IT is one of the biggest entry points for attackers.

Efrain Reyes, Founder·7 min read
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DevSecOpsJul 25, 2026

Before Launching Your App: 5 Security Aspects You Can't Ignore

Discover the main security risks every startup should evaluate before launching a web or mobile application and protecting its users' data.

Efrain Reyes, Founder·8 min read
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