CI/CD

A topic hub collecting every article tagged CI/CD. Use it to explore related posts and follow this theme across the site.

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AI Agents AI Architecture Claude Code LLM Loop Engineering

Git Submodules Agentic Workspace Dependency Management CI/CD Platform Engineering AI Agents

Submodules as a Dependency Contract: Freshness Without Breakage

A deep, source-backed guide to treating git submodules as a versioned, reviewable dependency contract — freshness strategies, the full breakage taxonomy, an automation ladder, and what it means for AI and cloud agents.

Jul 8, 2026 15 min read

GHCR GitHub Actions Helm ArgoCD FastAPI Docker Compose Docker Kubernetes GitOps CI/CD Architecture

What `ghcr.io` Is, and How to Use It with Helm and Argo CD for a FastAPI App

A practical, source-backed guide to GitHub Container Registry, OCI Helm charts, Argo CD, and a clean local/dev/prod flow for a simple FastAPI service.

Apr 8, 2026 27 min read

Docker GitHub Actions Helm ArgoCD Kubernetes DevOps CI/CD EKS External Secrets Hardening Architecture

From Repo to Cluster: An End-to-End Deployment Pipeline for AI SaaS

A practical service-level deployment guide for AI SaaS teams: Docker image design, GitHub Actions builds, Helm packaging, ArgoCD handoff, External Secrets, IRSA, and release hardening.

Mar 24, 2026 12 min read

LangWatch AI Agents Testing Scenario Skills TDD CI/CD

Testing AI Agent Skills with LangWatch Scenario: A Comprehensive Guide

From vibes to verification — how to build testable, reliable agent skills using LangWatch's simulation-based Scenario framework with multi-turn conversations, judges, and CI/CD integration.

Mar 18, 2026 17 min read

Luis Mori Guerra

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