How Are You Safely Controlling What Coding Agents Can Execute?
I've been using Cursor with tools enabled much more lately, and the speed is great. What makes me nervous is that sometimes the only thing stopping a command…
DevOps security
What’s the safest way to manage CI/CD credentials?
When I first built a deployment pipeline, I put database passwords and API keys in GitHub Actions Secrets and assumed encryption made them safe. I'm now realizing that…
How Can I Determine Whether a Leaked API Key Is Still Active Without Using It?
I'm building a decision-making system that receives a possible leaked API key and decides whether to ignore it, verify it, or trigger removal and rotation. It currently considers…
How Can I Determine Whether a Leaked API Key Is Still Active Without Using It?
I'm building a decision-making workflow for suspected API key leaks. When the system finds a possible key, it needs to decide whether to ignore it, verify it, or…
What’s a secure, practical way to give a developer access to a shared development database?
I'm running a small startup project on a single Oracle Cloud VM. The backend API and two PostgreSQL databases—development and production—run in Docker containers. At the moment, I…
How do you handle secrets that remain exposed in Git history?
I used to think deleting a secret from a file was enough, but Git keeps the earlier version in its history. Pre-commit hooks and CI usually inspect only…
How do you securely deploy Azure Landing Zones from Azure DevOps?
I'm designing a configuration-driven Azure Landing Zone deployment using infrastructure as code, such as Bicep, and Azure DevOps. The difficult part is securing identity and permissions for operations…
How do you enforce least-privilege access without slowing developers down?
I'm reviewing internal cloud accounts and keep finding roles with broad permissions like s3:* or AdministratorAccess, usually added to get past deployment or debugging problems. I understand that…