cybersecurity
9 posts on this topic. For the full archive, see the security blog. Comparison writes-ups live on Why Puaro and the methodology page.
Source Code Secret Leaks Cost $5.47 Million Per Incident: Here Is the Breakdown
When developers leave live API keys, AWS tokens, or database credentials in a repository, attackers do not need to break in: they log in. Industry estimates put the average cost of a single secret leak at $5.47 million in 2026. Here is where that money goes.
A Machine Broke Into the Cloud With No Human at the Keyboard
Security researchers at Unit 42 built a system called Zealot that broke into cloud infrastructure from start to finish without anyone typing a command. What it did, entirely on its own, should change how teams treat "low priority" findings.
Innovation or Negligence? The Dark Side of the "Vibe Coding" Wave
Security researchers at RedAccess scanned hundreds of thousands of apps built on vibe coding platforms like Lovable, Replit, and Base44. What they found should worry anyone shipping software without a security review.
Europe's New Software Security Law: What It Means for Your Team
The EU Cyber Resilience Act sets mandatory security rules for software and connected hardware sold in Europe. The first deadline hits in September 2026. Here is what it means in plain English and what you need to do before the clock runs out.
Secret Scanning Is Becoming a $12 Billion Market by 2033
The source code secret scanning market is projected to reach up to $12 billion by 2033, and AI-powered detection tools are already hitting 97% accuracy in identifying real threats.
The True Cost of Data Breaches
Learn from Marriott's $52 million data breach settlement how proactive secret scanning tools like Puaro can protect your organization from devastating security breaches, safeguard customer data, and prevent the astronomical costs of credential exposure in today's cyber threat landscape.
How AI and ML Improve Secret Detection Accuracy and Reduce False Positives
AI and machine learning models can adapt to new secret patterns and read surrounding code for context, cutting false positive rates from around 25-30% with traditional regex scanning to 3-7% with AI/ML-enhanced scanning.
How Puaro Catches Exposed Secrets in Your Code Before They Cause a Breach
Puaro's AI-driven scanner catches secrets before they leak, addressing the human error responsible for 85% of data breaches, and can cut security costs by up to 60%.
How Automated Code Scanning Prevents Secret Leakage
Puaro's code scanner automatically scans code for exposed secrets, flags vulnerabilities during development, monitors repositories continuously, and helps teams meet compliance requirements.