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The latest News and Information on DevOps, CI/CD, Automation and related technologies.

Secure OAuth is easy to demo and hard to operate at scale

Most teams think about OAuth the same way they think about logging. It is necessary, familiar, and supposedly solved. Then it hits production. Suddenly, it is not just one authentication flow. It is a complex web of two or more applications, multiple environments, cookies, redirects, secrets, and route boundaries. The uncomfortable truth is that OAuth security is not just an implementation detail. It is an operational system, and that system is only as strong as the platform it runs on.

NoSQL Change Control for Compliance | Harness Blog

NoSQL change control must be integrated into CI/CD to ensure governance, traceability, and deployment safety, while automated versioning, testing, and rollbacks reduce compliance risk and preserve release velocity, enabling structured database DevOps to scale innovation without compromising reliability or audit readiness.

API Testing Tools Best Practices Guide

Today’s software testing trends show the growing demand for more efficient and automated API testing. Manual testing is not only time-intensive for internal testing teams, it can also lead to poor customer experiences. When manual testing processes cannot proactively discover issues, your customers may inevitably be the ones finding them. Many of the current test automation solutions today focus on the UI, while most API-level testing is still done manually.

VirtualMetric DataStream + Google SecOps Integration: Pre-Ingest UDM Normalization at Scale

Google SecOps (formerly Chronicle) is widely used for large-scale security analytics, long-term telemetry retention, and detection across diverse environments. Its Unified Data Model (UDM) enables correlation across sources and supports analytics that operate over long time horizons. To take full advantage of these capabilities, security data must arrive in a consistent and well-structured UDM format. In practice, this is rarely the case.