Tag: CI/CD
GitHub Sharpens CodeQL’s Eye on Actions Workflows and Modern JavaScript
GitHub Actions pipelines have become one of the quieter attack surfaces in software development. They pull in third-party actions, cache dependencies, and pass secrets between jobs, often without anyone reviewing the workflow ...
Why Self-Healing Tests Need a Deployment Gate
Suneet Malhotra | | artificial intelligence, CI/CD, devops, Self-Healing Automation, software testing, test automationWhen an end-to-end test fails after a front-end change, the repair often looks routine. A class name changed. A button moved. A selector that used to be unique now matches two elements ...
Is Your New DevSecOps Tooling Reducing Work Or Just Adding to It?
Yogesh Tatwal | | CI/CD, devsecops, SAST, Security scanning, software delivery, Software Supply ChainSecurity belongs in the software delivery pipeline. The harder question is where, how often and at what cost. Many pipeline teams eventually add security scanning to CI/CD, and relatively few go back ...
Treat Business Workflow Changes Like Deployments
Marcelo Cedeño | | business automation, change management, CI/CD, devops, release management, workflow automationBusiness automation often reaches production without the release discipline applied to application code. A routing rule changes, an approval threshold moves, or an integration starts writing to a new system. The edit ...
Software Deployment Strategies for Enterprise Teams: A Scenario-Based Guide to Choosing the Right Approach
Sophie Lane | | blue-green deployment, blue-green strategy, canary deployment, canary release, CI/CD, database schema changes, deployment risk management, deployment strategy, deployment verification, DevOps deployment, enterprise software deployment, expand-contract pattern, feature flag management, feature flags, production deployment, production reliability, release management, rollback strategy, rolling deployment, rolling update, software deployment strategies, software release strategyChoosing the right software deployment strategy depends on the scenario. Get a practical decision framework for enterprise teams ...
Why CI/CD Security Testing Is Going Autonomous (and Why It Should Stay Local)
mehdi boutayeb | | application security, autonomous security testing, CI/CD, devsecops, penetration testing, Software Supply ChainContinuous integration and delivery changed the tempo of software. Teams merge dozens of times a day, infrastructure is redefined on every commit, and a new build can reach production in minutes. Security ...
How Test Management Tools Give Engineering Teams the Visibility They Need to Ship With Confidence
Sancharini Panda | | API testing, Automated testing, change-aware testing, CI/CD, code coverage, coverage visibility, deployment confidence, deployment risk, DevOps Testing, engineering teams, flaky tests, Keploy, Quality Assurance, regression testing, software delivery, software testing, test case currency, test case management, test coverage, test coverage gaps, test management tools, test traceabilityTest management tools do more than track results. Learn how they give engineering teams the coverage visibility needed to ship with confidence ...
The Rise of AI-Native DevOps: How AI Is Reshaping Software Delivery in 2026
For years, DevOps had a pretty straightforward mission: help teams ship reliable software faster by getting development and operations folks working together. Tools like automation, continuous integration, continuous delivery, infrastructure as code, ...
Why Standardized Developer Environments Still Break DevOps Workflows
Samuel Ogbonna | | CI/CD, Dev Containers, Developer Environments, developer experience, docker, reproducibilityStandardized developer environments promise to eliminate one of software engineering's oldest explanations: "It works on my machine." By packaging approved runtimes, dependencies and tools into containers, virtual machines or cloud workspaces, organizations ...
Why Reliability Guardrails Are Needed in Every AI Coding Pipeline
Kolton Andrus | | ai, AI agents, chaos engineering, CI/CD, reliability, site reliability engineeringWe’re in the middle of a reliability reckoning. Thanks to AI, companies are shipping code much faster than before. But if there’s anything to learn from the surge in high-profile outages over ...
Sandbox Testing for API-Heavy Systems: What Changes When You Don’t Own the Dependency
Sandbox testing works well when your team controls both sides of the integration. You define the service, you define the mock, you know exactly what the sandbox should return. That setup holds ...
RapidFort Extends Open Source Software Security Reach to Runtime Environments
RapidFort today at the Black Hat USA conference announced it has extended its ability to secure open source software to the runtimes that DevOps teams deploy in production environments. Michael Wood, chief ...
