A production runbook for qualifying the handoff from a Microsoft Foundry agent to Azure Automation, AWX, Azure DevOps or an MCP tool with contract, identity, traces, dry run, human validation and rollback.
A production runbook for qualifying an AWX dynamic inventory change with source, host diff, variables, identities, limits, validation and rollback before execution.
A production runbook for qualifying a failed AWX job with Ansible events, changed tasks, affected hosts, variables, limited rerun, validation and rollback.
Organize an Ansible repository used by AWX with bounded playbooks, reusable roles, separated inventories, readable variables, versioned collections and operations documentation.
Turn AWX into a controlled operations tool with bounded job templates, limited variables, separated credentials, explicit inventories and post-action validation.
A concrete use case for running AWX on a small Linux estate with Git inventories, separated credentials, controlled job templates, backups, and post-run checks.
A production-oriented note on AWX with the operator, including namespace design, persistence, exposure, execution environments, validation, backups, and the failure modes that appear after the first successful login.