Samuel Duvains

Samuel Duvains

Software Integration Advisor
Samuel Duvains is an IT expert with a passion for SaaS. As a thought leader in software, Samuel examines a wide range of topics, including agile methodologies and the principles of DevOps. Insightful analysis and practical advice make Samuel’s content popular among a community of aspiring developers and seasoned professionals.
What Is the Future of Network Vulnerability Scanning in 2026?
Testing & Security What Is the Future of Network Vulnerability Scanning in 2026?

The shift toward orchestrated vulnerability programs highlights a need for scanners that can navigate complex firewalled environments without disrupting business operations. In the current cybersecurity landscape, the traditional focus on simple perimeter-only defense has been entirely superseded

Can AI Safely Automate GxP Test Scripts in Life Sciences?
Testing & Security Can AI Safely Automate GxP Test Scripts in Life Sciences?

Draft Annex 22 specifically cautions against using artificial intelligence to generate test data due to the complex justification required for most current validation frameworks. This regulatory stance reflects the ongoing tension between the pursuit of operational efficiency and the non-negotiable

Decoupling Data Pipelines From Physical Storage Dependencies
Software Development Decoupling Data Pipelines From Physical Storage Dependencies

The architectural health of a modern data platform often hinges on a single decision made during the early stages of development, frequently involving a choice between immediate speed and long-term flexibility. While the allure of integrated features within modern table formats promises to

Evaluate AI Coding Agents Using the Harbor Framework
Software Development Evaluate AI Coding Agents Using the Harbor Framework

The meteoric rise of autonomous software engineers has transformed the industry into a landscape where code generation happens in milliseconds, yet the profound difficulty of verifying whether these agents are actually solving problems or merely memorizing patterns persists as a central technical

Databricks to Invest $3 Billion in EMEA for AI Expansion
DevOps & Deployment Databricks to Invest $3 Billion in EMEA for AI Expansion

Large enterprises like Mercedes-Benz and Heineken are prioritizing governed, unified platforms to ensure their AI initiatives are built on a foundation of trusted data. As organizations move beyond the initial excitement of generative experiments, the focus has shifted toward creating sustainable,

Guide to Saliency Maps with PyTorch and Captum
Software Development Guide to Saliency Maps with PyTorch and Captum

The structural opacity inherent in deep neural networks remains a significant barrier to their widespread adoption in high-stakes environments where transparency and accountability are non-negotiable. Setting a neural network to evaluation mode is a prerequisite for saliency computation because it

What Is OpenAI's New Control Room System?
Testing & Security What Is OpenAI's New Control Room System?

When a job is terminated by the monitoring system, the Control Room records the status to ensure any subsequent token requests are denied. This centralized architecture serves as the critical backbone of contemporary research infrastructure, providing a unified oversight mechanism for complex

2026 Guide to Top Cybersecurity Maturity Assessment Tools
Software Development 2026 Guide to Top Cybersecurity Maturity Assessment Tools

Transitioning from annual audits to continuous assessment models has become a necessity as static scores fail to account for the rapid threat drift occurring between traditional audit cycles. In the current cybersecurity environment, organizations face a landscape where threats evolve weekly,

Texas Expands AI Infrastructure With New Projects in Bryan and Dallas
Testing & Security Texas Expands AI Infrastructure With New Projects in Bryan and Dallas

The integration of Cisco networking and high-density storage helps North Texas companies bypass the trial-and-error phase of adopting complex machine learning models. This advancement is part of a broader momentum transforming Texas into a preeminent hub for advanced digital infrastructure and

Is the Claude Dispatch Flaw a New Threat to AI Security?
Testing & Security Is the Claude Dispatch Flaw a New Threat to AI Security?

The discovery of the ThisBash vulnerability by researchers at Forever Security has fundamentally challenged the prevailing assumptions regarding the safety of cross-platform artificial intelligence integrations. Imagine a scenario where a seemingly harmless browser extension, perhaps a simple color

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