DevSecOps

AI-Driven Secrets Scanning: Protecting the Pipeline from Hallucinated Credentials

AI-Driven Secrets Scanning: Protecting the Pipeline from Hallucinated Credentials

GitHub Copilot just suggested an Azure Storage connection string. The format was correct, the key length was right, and the AccountName matched a plausible service name. You accepted the suggestion, committed, and pushed. Instantly, your terminal flashed a red error: GH007: Your push would publish a …

Expression Security: Preventing Injection and Hardening Your YAML

Expression Security: Preventing Injection and Hardening Your YAML

“Enter your environment name: prod; rm -rf /”. If that input reached your pipeline, would it crash your production server? Most DevOps engineers worry about network firewalls and SSH keys, but they leave a massive back door open: Expression Injection. In the rush to build …