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Capacity data sources prevent deployment failures

Prevent deployment failures by verifying assigned versus approved capacity. Learn how explicit GB units clarify the 11 GB usage example for precise planning.

Jul 28, 2026

Alexander Timokhin 14 min read

Routing communities reveal 93% of hidden handoff sites

Only 4% of routes tag origins, yet new clustering methods achieve 93% recall for mapping physical handoff points without vendor docs.

Feb 2, 2026

Alexander Timokhin 11 min read