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IBM Extends Scope and Reach of DevSecOps Workflows in the AI Era
IBM is expanding its Terraform infrastructure-as-code platform and Bob AI coding assistant with new policy-as-code capabilities, automated vulnerability remediation and AI governan…
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“Simplicity means that the smallest solution that solves the entire problem is the best solution. It keeps the systems easy to understand and reduces complex component interactions that can cause debugging nightmares.” — The Pract…
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IBM is expanding its Terraform infrastructure-as-code platform and Bob AI coding assistant with new policy-as-code capabilities, automated vulnerability remediation and AI governan…
Blogs
Terraform compliance doesn’t have to mean complicated policy pipelines. By combining TFLint with OPA and Rego, developers can enforce infrastructure guardrails directly in their ed…
AI
AI-generated infrastructure recommendations can look convincing, but production execution requires more than a plausible runbook. A seven-factor confidence index helps platform tea…
AI
GitHub’s AI Scan brings AI-powered vulnerability detection to pull requests involving languages, scripts and infrastructure files beyond CodeQL’s existing coverage. Paired with the…
AI
env zero’s EZ Control introduces an agentic DevOps control plane that detects infrastructure drift, applies policy-driven remediation and keeps automated changes attributable, reve…
AI
The control that held your infrastructure together was plan review, meaning a person reading a diff and deciding whether to approve it. Not the policy document and not the pipeline…
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AI-generated infrastructure code is exposing a growing security gap, pushing platform teams to add stronger automated gates, provenance tracking and human review before Terraform,…
Blogs
HashiCorp’s new tfpolicy framework brings native policy-as-code governance to Terraform using HCL and lifecycle-aware infrastructure checks.
Blogs
Configuration drift is the gap between the infrastructure state declared in code and the state actually running in your environment. It occurs when resources are changed outside of…
Blogs
Not every infrastructure pull request deserves the same review path. A tag change in a development account and a network-policy change in production should not create identical rev…
AI
As DevOps shifts from deterministic infrastructure automation to AI-driven probabilistic judgment, organizations face a profound transition from automating tasks to automating oper…
Blogs
In today’s fast-paced software development landscape, Continuous Integration and Continuous Deployment (CI/CD) pipelines are essential for delivering applications efficiently. Howe…
AI
How modern DevOps teams manage operations using automation, observability, AIOps and self-service to reduce toil and improve reliability.
AI
Are AI agents replacing DevOps engineers? Explore how tools like Claude are shifting DevOps from rigid automation to autonomous, adaptive systems, and why human judgment remains th…
AI
In the world of AI coding, success hinges on code-native solutions that integrate and verify changes directly in the codebase. Many AI tools fail by relying on external dashboards,…
Blogs
Policy as code can do more than enforce compliance. Learn how platform teams use guardrails, tagging and sizing policies to prevent cloud cost waste early.
AI
Microsoft’s new Azure Skills Plugin closes the gap between AI-written code and production deployments by packaging expert Azure knowledge as executable skills, backed by MCP server…
Blogs
Traditional CI/CD pipelines hit scaling limits. Learn how GitOps improves deployment reliability, security, and DORA metrics—and what it takes to migrate successfully.
Blogs
A real-world DevOps and cloud transformation story showing how automation, observability, and cultural change improved reliability and delivery.
Blogs
IBM and HashiCorp end external language support for Terraform, pushing teams toward HCL. What this means for DevOps infrastructure management strategies.
Blogs
Modern cloud outages are increasingly caused by automation, configuration errors, and hidden design limits. Learn how to build resilience.
Blogs
A deep dive into scaling GitOps for hybrid and multi-cloud environments, exploring architecture, governance, security, observability and real-world enterprise practices.
Blogs
What does a modern DevOps workflow look like? Click to learn about the essential elements, tools, and practices involved in the effective work process.