Tag: CI/CD
DevOps Dozen 2026 Nominations Are Open: Recognizing the People and Technology Moving DevOps Forward
Alan Shimel | | agentic AI, AgentOps, AI software development, CI/CD, developer productivity, DevOps 2026, DevOps awards, devops dozen, DevOps Dozen Awards, devsecops, FinOps, internal developer platforms, LLMOps, MLOps, observability, open source, platform engineering, software delivery, Software Supply Chain SecurityWhen we launched the DevOps Dozen in 2015, we wanted to recognize the people, projects and companies helping this community move forward. We saw the work happening across DevOps every day at ...
Survey Surfaces Sharp Increase in Amount of Code Written by AI
A global survey of 705 developers and IT leaders finds 42% of respondents reporting that artificial intelligence (AI) now writes at least half their code, with only 21% of developers now spending ...
Git 2.56 Takes Aim at Messy Merges, Slow Diffs and Branch Sprawl
Tom Smith | | AI coding agents, CI/CD, coding agents, developer tools, devops, GIT, Git 2.56, Git performance, Git repositories, merge conflicts, monorepos, platform engineering, software development, source control, version controlGit 2.56 improves merge safety, speeds up large-repository operations and adds cleanup tools that could prove especially useful for AI coding agents and busy DevOps teams ...
Leaked GitLab Email Tokens Can Reach Code, Secrets and CI/CD Pipelines
Jaime Hampton | | Aikido Security, application security, CI/CD, devsecops, gitlab, Software Supply ChainSecurity researchers have uncovered a GitLab behavior that could let attackers use a leaked project email address to push code, trigger CI/CD jobs and reach other repositories accessible to the address owner ...
Dependency Mocking Approach That Gets More Accurate as Your Services Deploy More Often
Sancharini Panda | | API testing, CI/CD, Contract Testing, Dependency Mocking, devops, ebpf, integration testing, Keploy, microservices, Mock Drift, service virtualization, software testing, test automation, Testcontainers, Traffic-Based MockingTraffic-based dependency mocking turns frequent upstream deployments into opportunities to refresh mocks from real behavior and reduce integration test drift ...
Why Old Azure DevOps Releases Survive a Pipeline Cutover
Ahmed Tariq | | Azure DevOps, Azure DevOps Classic, Azure pipelines, CI/CD, container security, deployment automation, devops, devsecops, Helm, kubernetes, Kubernetes security, Pipeline Migration, release management, Release Pipelines, software deliveryOld Azure DevOps Classic releases can retain retired deployment tasks, Helm names, image paths and variables long after a pipeline cutover, leaving stale redeploy paths active ...
DevSecOps Teams as Partners in Secure Software Delivery
Manish Shetty | | application security, CI/CD, CI/CD security, dependency security, devops security, devsecops, risk management, secure software development, security automation, Security Guardrails, shift left security, software security, Software Supply Chain, vulnerability managementDevSecOps teams can reduce last-minute release delays by shifting security decisions earlier, improving guardrails, clarifying ownership and making findings actionable ...
How I Consolidated Duplicate Delivery Pipelines With Parameters and Build Tags
Ahmed Tariq | | Azure DevOps, build pipelines, CI/CD, deployment automation, devops, Release PipelinesTwo modules in a repository had near-identical Azure DevOps build and release definitions. A third would have required another pair. The delivery chain used five definitions: one change decider, two builds, and ...
Stop Chasing 100% Test Coverage: Why DevOps Teams Need to Test Smarter, Not More
Adonis Celestine | | AI testing, application security, CI/CD, continuous testing, devops, PRisMA, Product Risk Management, QA, QFD, Quality Assurance, Quality Functional Deployment, Rapid Risk Assessment, regression testing, release management, risk-based testing, RRA, software development, software quality, software testing, test automationEvery software team eventually runs into the same question: How much testing is enough? For years, the default answer has been "more." More automated tests. More regression suites. More environments. More devices ...
GitHub’s August Outages Show Growth Is Outpacing Infrastructure
Tom Smith | | AI coding agents, capacity planning, CI/CD, cloud infrastructure, developer infrastructure, developer productivity, devops, distributed systems, github, GitHub Actions, GitHub Copilot, GitHub outages, incident response, platform engineering, platform reliability, production resilience, retry storms, service availability, software delivery, Software Supply ChainGitHub's August 2026 report details five outages tied to Actions and Copilot growth outpacing infrastructure. Here's what platform teams should know ...
GitHub Workflows Strain Under AI Agent Development
Coder CEO Rob Whiteley joins Mike Vizard to explain why GitHub workflows, CI/CD pipelines and developer platforms are showing strain under agentic development — and what a policy-aware redesign of the DevOps ...
AI Has Turned Verification Into the New DevOps Bottleneck
Alan Shimel | | AI agents, AI code generation, AI code review, AI coding, AI evaluation, AI in DevOps, CI/CD, continuous delivery, developer experience, developer productivity, devops, devops automation, platform engineering, pull requests, Release engineering, software delivery, software pipelines, The Great UnificationThe next DevOps challenge is not generating more software. It is proving, quickly and repeatedly, that a growing volume of machine-generated change is fit to ship ...
