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A production runbook for qualifying an Azure Key Vault secret consumed by Azure Pipelines through a variable group, isolating version, mapping, identity, network and precedence, then validating or rolling back without exposing the value.
Read articleA production runbook for qualifying an Azure DevOps self-hosted agent that no longer picks up jobs by separating runner service, identity, network, disk, cache, pool, logs and rollback.
Read articleA 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.
Read articleA production runbook for qualifying Azure DevOps Variable Group drift with variables, secrets, Key Vault, scopes, logs, validation and rollback before rerunning a pipeline.
Read articleA production runbook for qualifying an Azure DevOps failure on a self-hosted agent with disk, workspace, cache, local services, identity, logs, controlled cleanup, validation and rollback.
Read articleA production runbook for qualifying an Azure DevOps deployment blocked by approvals or checks with environment scope, identity, logs, audit evidence, validation and rollback before bypassing the guardrail.
Read articleA production runbook for exposing Azure DevOps to an AI agent through MCP with project scope, permissions, allowed actions, evidence, logs, human validation and rollback.
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