Blog

In-depth articles on DevOps topics, best practices, and industry trends.

31 articles

Blog
RAG Security: Prevent Data Leaks with Access Control
Secure your RAG pipeline against data leakage, a top OWASP LLM risk. Learn why prompt hardening isn't enough and how to implement user access controls.
llmops · May 5, 2026 · 9 min read
Blog
Supply Chain Security Proxy: Move Beyond Vulnerability Scanning
Stop reacting to CVEs. Learn how to implement a supply chain security proxy to prevent dependency confusion, enforce provenance, and secure your pipeline.
security · Apr 27, 2026 · 12 min read
Blog
Local LLM for Log Analysis: Privacy-First Debugging with Ollama
Stop sending sensitive logs to the cloud. Learn how to use Ollama and Llama 3 for secure, privacy-first log analysis and root cause diagnosis.
ai-devops · Apr 23, 2026 · 12 min read
Blog
Secure Terraform PRs with an Architecture Firewall
Stop infrastructure drift and security leaks. Learn how to implement an automated architecture firewall using Policy as Code (OPA) for Terraform PRs.
terraform · Apr 23, 2026 · 11 min read
Blog
GitHub Actions Security: How to Stop Secret Leaks in CI/CD
Protect your pipelines from credential theft. Learn to implement OIDC, pin actions to commit SHAs, and prevent 'pwn-request' attacks in GitHub Actions.
security · Apr 19, 2026 · 12 min read
Blog
Build an Internal Developer Platform with Backstage and
Learn how to combine Backstage and Crossplane to create a self-service IDP that reduces developer cognitive load and eliminates ticket-ops bottlenecks.
platform-engineering · Apr 18, 2026 · 12 min read
Blog
Cursor vs Copilot vs Cody: Best AI Editor for DevOps
Compare Cursor, GitHub Copilot, and Sourcegraph Cody for DevOps. Learn which AI tool best handles IaC, Kubernetes manifests, and complex CI/CD pipelines.
ai-devops · Apr 15, 2026 · 12 min read
Blog
GitOps Testing Strategies: Validate Deployments with ArgoCD
Stop 'blind syncs' in GitOps. Learn to use shift-left validation, ArgoCD PreSync hooks, and AnalysisTemplates to automate deployment health checks.
gitops · Apr 14, 2026 · 12 min read
Blog
Kubernetes Test Automation: Implementing a Shift-Left Strategy
Eliminate staging bottlenecks by using ephemeral environments and shift-left testing in Kubernetes. Learn to automate PR-based namespaces and GitOps workflows.
ci-cd · Apr 14, 2026 · 12 min read
Blog
Terraform Testing Best Practices: Beyond Plan and Pray
Stop relying on manual verification. Learn to implement a rigorous IaC testing pyramid using the native terraform test framework and Terratest.
terraform · Apr 14, 2026 · 12 min read
Blog
Testing in Production: Guide to Progressive Delivery
Reduce deployment risk using canary releases, feature flags, and traffic shadowing. Learn how to decouple deployment from release for safer delivery.
ci-cd · Apr 14, 2026 · 12 min read
Blog
Argo CD vs Flux: A Guide for Multi-Cluster GitOps
Choosing between Argo CD vs Flux for multi-cluster GitOps? Our guide compares architecture, security, and usability to help you pick the right tool for your platf...
gitops · Apr 13, 2026 · 12 min read