The author developed a small CI tool to prevent configuration drift in AI coding agents by defining agent rules in YAML. This tool uses a Python validator to fail CI when agents violate tool access, call graphs, or perform sensitive actions without evidence.
APM (Agent Package Manager) is an open-source Microsoft project designed to standardize AI agent configuration, addressing inconsistencies in development teams. It functions similarly to package managers like npm, using an `apm.yml` file to ensure reproducible agent environments. This guide will explore APM from a DevOps perspective, including installation and integration.
The author developed a CLI tool, `cc-config-viewer`, to simplify viewing the effective Claude Code configuration across Managed, User, Project, and Local scopes. It helps users understand precedence rules and manage settings from a single interface, backed by the official JSON Schema.
A developer recounts their disillusionment with "Capa-Java" after six months, where the promise of "write once, run anywhere" devolved into a "configure once everywhere" nightmare. They struggled with multi-cloud complexities, excessive YAML files, debugging issues, and performance drops when deploying code across AWS, Azure, and Google Cloud.