Don't Manage Your Infrastructure Twice: The Terraform + Ansible Collaboration Boundary and 5 Production-Grade Decisions

Overview 2 AM, the alert channel exploded. A web server that went live two hours ago was at 100% CPU. SSH in — Nginx wasn’t installed, but an old Apache was squatting on port 80. Checked the deploy logs: Terraform had run terraform apply ten minutes ago, rebuilding the machine (someone changed instance_type), but Ansible’s configuration playbook never followed — fresh machine, all software configs gone. This isn’t an isolated incident....

September 5, 2026 · 22 mins · 4651 words · ABao

Python Operations Automation: From paramiko to Ansible

paramiko: SSH Batch Management Fundamentals paramiko is a Python implementation of the SSHv2 protocol and the foundational building block for ops automation. When you need fine-grained control over SSH connections or need to handle non-standard scenarios, paramiko offers maximum flexibility. Basic Connection and Command Execution import paramiko import time def ssh_exec(host, port, username, password, command): """Basic SSH command execution""" client = paramiko.SSHClient() # Auto-add host keys (use known_hosts in production) client....

October 31, 2024 · 6 mins · 1247 words · ABao

Ansible Vault Password Management: A Practical Guide to Encrypting Sensitive Data

Overview In automated operations, Ansible Playbooks frequently handle sensitive information such as database passwords, API keys, and SSH private keys. If this data is stored in plaintext in code repositories, a single repository leak exposes all credentials. Ansible Vault, Ansible’s built-in encryption tool, protects sensitive data using the AES-256 symmetric encryption algorithm, ensuring that only authorized users can access it. This article will systematically cover Ansible Vault usage, password management strategies, and CI/CD pipeline integration—from basic concepts to production practices....

September 5, 2024 · 12 mins · 2521 words · ABao

Ansible Playbook Best Practices: From Basics to Production

Overview Ansible has a low barrier to entry — a YAML file and a few lines of yum install can get things running. But when you face hundreds of servers, multiple environments, complex dependencies, and strict change audit requirements, the gap between “it runs” and “it’s production-ready” is an entire engineering discipline. This article distills the core practices of production-grade Playbooks into an actionable guide, covering the full chain from structure organization to performance optimization....

April 5, 2024 · 15 mins · 3107 words · ABao