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The Problem: Inventory Drift Maintaining a "Source of Truth" (SoT) like NetBox is only valuable if the actual network state reflects it. A common operational gap occurs when devices are provisioned in NetBox but lack corresponding Host records in Infoblox. This drift isn't just a data entry error—it’s a root cause for failed deployments, monitoring blind spots, and hours of manual troubleshooting. Manual audits are slow, prone to human error, and obsolete by the time the report is finished.

FlowWeaver automates this audit using a closed-loop workflow. The process moves from data gathering to classification and, finally, to operational signaling:

FlowWeaver can expose the decision logic inside a workflow node as a Mermaid diagram, so engineers review the behavior and the output contract visually instead of reading implementation code.
The node receives the NetBox device list, iterates over each device, queries the corresponding Infoblox Host record and follows an explicit match or missing-record branch. Inputs, branching and outputs are all part of the visual contract: the diagram starts with the NetBox device list, shows the Host-record decision directly, and ends with rows, updates, counts and the report attachment.
The workflow produces a structured CSV artifact that captures the delta between the Source of Truth and the active DNS environment. Each record identifies the device, its IP address, and the specific synchronization status—such as In Sync or Missing DNS. This provides infrastructure teams with a verifiable audit trail and a direct list of required remediations, ensuring that naming conventions and record accuracy are maintained at scale.

Static audits are no longer sufficient for maintaining modern network infrastructure. This reconciliation workflow demonstrates how FlowWeaver bridges the operational gap between intent (NetBox) and implementation (Infoblox) by automating the identification and signaling of data drift.
How this runs in FlowWeaver today: the graph must pass simulation before it can be marked ready; the tag write-back to NetBox runs only from an approved Production version; the audit runs on a schedule, with the assistant outside the execution path; and every run keeps per-step logs, inputs and outputs.
By converting audit findings into machine-readable tags within the Source of Truth, the process moves beyond simple reporting into active operational enforcement. This ensures that your inventory remains a high-fidelity foundation for the rest of your automation stack, significantly reducing the risk of outages caused by stale or inconsistent DNS records.
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