Self-hosted GH Actions on WSL/Podman + GitHub CLI/gh-aw agentic/AI vuln scanning/Trivy/Rapise/Claude/Ansible/Goose/RepoAI/Microsoft reusable PRs + hardening vs tj-actions + CodeRabbit review + Archon pipelines + Chainguard Factory 2.0 + GitOps drift detection + Terraform IaC + Jenkins/GitLab alts
Key Questions
What is Chainguard Factory 2.0?
Chainguard Factory 2.0 provides agentic reconcilers, hardened images, and over 100 GitHub Actions, outperforming alternatives like tj-actions with tools like Guardener and Trivy for vuln scanning.
How to set up self-hosted GitHub Actions on WSL with Podman?
Use WSL/Podman for CI pipelines including Terraform in a 7-step production workflow with remote state and versioning. Integrate gh-aw for agentic operations and AI vuln scanning with Trivy/Rapise/Claude.
What are the stages in a Jenkins CI/CD pipeline?
Jenkins declarative pipelines use Jenkinsfile for stages like build, test, deploy, and post-security checks, with Blue Ocean for visualization and secure credential handling.
How does GitOps with ArgoCD handle drift detection?
GitOps via ArgoCD uses pull-sync models for drift detection, moving beyond traditional CI/CD at enterprise scale for reliable deployments.
What is the 7-step Terraform production workflow?
The workflow includes version control without local tfstate, remote state in S3/Terraform Cloud, planning, applying changes, and security integrations for production readiness.
Chainguard Factory 2.0 agentic reconcilers/hardened images/100+ GH Actions/Guardener vs tj-actions/Trivy; WSL/Podman CI/Terraform 7-step prod (remote state/versioning); gh-aw/Archon/GitHub v0; Goose 1300 PRs/wk; CodeRabbit 4-stage; GitOps ArgoCD pull-sync/drift; Jenkins declarative Jenkinsfile stages/build-test-deploy/post/security creds/Blue Ocean. Next: Chainguard/Microsoft/gh-aw/OpenClaw/CodeRabbit/Archon/overhead/GitOps lite/Terraform/Jenkins setup.