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Luis Mori Guerra

Engineering Manager / Technical Lead

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Anticipate the Path: The Simple Reason Rules, Skills, and Agents WorkHow Long Should an LLM Response Be? Deriving a Length Budget From Human Reading CapacityModern Algorithms Every Programmer Should Know: From Matching Markets to HNSW and ARCOh My Pi (omp.sh): A Quick Look at the Hardened Coding Agent CLIHow to Build the Fastest, Lightest Autonomous Agent Platform with Kubernetes, ArgoCD, Ante, and Frontier LLMs

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AI Agents AI Architecture LLM Claude Code Cursor
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

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