How to Run Coding Agents Safely Inside CI/CD Pipelines
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Continuous 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 product...
Modern enterprise environments, such as cloud-native systems and CI/CD pipelines, are built for speed, and while this is positive, there is a downside to that. Because software is...
A few weeks ago, I disabled key authentication on an Azure storage account we used for Terraform state management. It was one of the key security recommendations in Microsoft Defen...
Your pipeline now pulls models, datasets, and ML packages straight off the internet, and attackers have turned every one of them into a delivery channel. Here is how to secure the...
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,...
When a certificate expires, it can take down a production system, and teams usually only find out after something goes wrong. These issues are hard to catch because they rarely tri...
Learn how to add four automated security gates to GitHub Actions using npm audit, Snyk, Trivy, CodeQL and OWASP ZAP—without an enterprise licence.
Secure application development should support innovation without weakening compliance or enterprise control. This blog explains how risk-tiered governance, DevSecOps evidence, cont...
How to design a secure, traceable AWS CI/CD pipeline using separate accounts, centralized ECR, OIDC and immutable image promotion for SOC 2.
Security 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 rel...
CI/CD testing explained: what it is, how the CI/CD pipeline works, where automation tests fit at each stage, and the best practices teams use to ship faster.
Artificial intelligence is becoming part of daily software delivery, often before it becomes part of the security architecture. That gap has a name: Shadow AI. It is any AI tool, m...
Explore DevOps vs DevSecOps, their key differences, benefits, and how integrating security into DevOps ensures faster, safer software delivery.
Cloudsmith this week revealed it has expanded the policy management and continuous risk detection capabilities it makes available within its software artifact management platform t...
JFrog today at its swampUP 2026 conference added a zero touch remediation capability that ensures the most secure version of a binary is provided even when application developers r...
For years, software supply-chain security discussions focused on centralized infrastructure such as build servers, package registries, and CI/CD systems. Recent attacks suggest tha...
Introduction Over the past few articles, we have learned how to create AWS infrastructure manually using services like: Amazon EC2 Amazon S3 VPC Route 53 CloudFormation But o...
This tutorial explains how to catch a dangerous agent skill before an agent ever runs it: review it automatically, block it in CI if it fails, and only let your agent load skills t...
You cloned a repo, read the README, and your fingers are already typing docker compose up. Stop. A third-party repository is untrusted input — and the build/run pipeline executes i...
Introduction In the previous article, we learned about AWS CodeCommit, AWS's managed Git repository service. Although CodeCommit can store source code, simply storing code is no...
The newest worker on your team builds with whatever it finds and never asks what deserves your trust. Our answer is a hardened foundation and a boundary built for agents.
Supply-chain attacks have kept escalating while AI writes more of the code you ship. Docker's latest updates bring more software built from source into your images, keep security c...
A GitHub issue opened by an account with no repository privileges was enough to execute code on the CI runners behind Anthropic's and Google's own coding-agent repositories. On Ope...
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