In the age of AI-driven development, speed is the new baseline. But as AI agents accelerate the pace of coding, they also amplify the risk of security bottlenecks. At Snyk, we believe a superior Developer Experience (DX) is the only way to secure this new frontier. DX is not just a layer on top of the product. It is the foundation that allows developers to unleash AI innovation securely. We think of DX as a system of decisions that compound over time.

• Ransomware complaints filed with the FBI rose 9% in 2024; the FBI describes ransomware as the most pervasive threat to critical infrastructure (FBI IC3 2024 Annual Report). • The average ransom payment reached $2 million in 2024 — a fivefold increase from 2023 — while recovery costs averaged $2.73 million excluding any ransom paid (Sophos State of Ransomware 2024).

On March 23, 2026, Cloud Software Group (Citrix) published a security bulletin disclosing two vulnerabilities in NetScaler ADC (formerly Citrix ADC) and NetScaler Gateway (formerly Citrix Gateway). Both affect customer-managed on-premises deployments; Citrix-managed cloud services and Adaptive Authentication instances have been updated automatically. CVE-2026-3055 is an out-of-bounds read resulting from insufficient input validation in NetScaler ADC and NetScaler Gateway.

QualDerm Partners, LLC is a healthcare management services provider headquartered in Brentwood, Tennessee. The company offers comprehensive administrative, clinical, and operational support to dermatology practices nationwide. QualDerm provides management resources, funding, and operational services, including patient records management, billing, insurance processing, and other essential services to improve efficiency and care quality across its network of clinics.

Navia Benefit Solutions, Inc. is a consumer-focused benefits administrator headquartered in Renton, Washington. Founded in 1989, the company provides comprehensive employee benefits administration services to more than 10,000 employers across the United States. Navia manages tax-advantaged healthcare and dependent care accounts, serving more than 1 million participants nationwide.

AI adoption has accelerated faster than most organizations’ ability to manage it. Security and compliance teams are now responsible for overseeing machine learning models, large language models (LLMs), agentic AI systems, and shadow AI—often with frameworks and processes that weren’t built for any of it. The gap between deploying AI and governing it responsibly is where risk lives. AI governance tools exist to close that gap.

Your data lives in multiple environments, your teams expect near-zero downtime, and your compliance list keeps growing. Pick the wrong database replication software, and you’re not just dealing with slowdowns; you’re exposed when a real failure hits. Whether you’re replicating across Kubernetes clusters, hybrid clouds, or edge locations, this decision directly impacts recovery time, infrastructure costs, and operational risk.