Declarative State & Source of Truth

All technical articles related to Declarative State & Source of Truth.

• From host_vars sprawl to an object graph

  17 Oct, 2026

  Technical deep dive into From host_vars sprawl to an object graph

• How much cloud belongs in your network SoT

  16 Oct, 2026

  Technical deep dive into How much cloud belongs in your network SoT

• AI workbenches for SoT normalization

  14 Oct, 2026

  Technical deep dive into AI workbenches for SoT normalization

• Modeling MLAG, chassis, and virtual pairs honestly

  11 Oct, 2026

  Technical deep dive into Modeling MLAG, chassis, and virtual pairs honestly

• Git as audit trail, SoT as live model

  2 Oct, 2026

  Technical deep dive into Git as audit trail, SoT as live model

• Route policy intent versus forwarding outcome

  29 Sep, 2026

  Technical deep dive into Route policy intent versus forwarding outcome

• Semantic Snapshots for Reliable Post-Change Proof

  19 Sep, 2026

  Technical deep dive into Semantic Snapshots for Reliable Post-Change Proof

• Translating Between OpenConfig and Native Namespaces

  27 Aug, 2026

  Technical deep dive into Translating Between OpenConfig and Native Namespaces

• Drift timelines from config and telemetry

  12 Aug, 2026

  Technical deep dive into Drift timelines from config and telemetry

• Config match does not equal recovery

  25 Jul, 2026

  Technical deep dive into Config match does not equal recovery

• Declarative intent versus generated exceptions

  20 Jul, 2026

  Technical deep dive into Declarative intent versus generated exceptions

• Breakouts, subinterfaces, and LAGs as first-class data

  5 Jul, 2026

  Technical deep dive into Breakouts, subinterfaces, and LAGs as first-class data

• Brownfield reconciliation without a golden model

  21 Jun, 2026

  Technical deep dive into Brownfield reconciliation without a golden model

• Aging out zombie inventory with last-seen signals

  16 Jun, 2026

  Technical deep dive into Aging out zombie inventory with last-seen signals

• Partial rollback leaves sessions half-alive

  26 May, 2026

  Technical deep dive into Partial rollback leaves sessions half-alive

• Two-person rollback for high-risk domains

  11 May, 2026

  Technical deep dive into Two-person rollback for high-risk domains

• Migrating from YAML inventories without losing rollback

  4 Apr, 2026

  Technical deep dive into Migrating from YAML inventories without losing rollback

• Custom fields, tags, or plugins

  4 Apr, 2026

  Technical deep dive into Custom fields, tags, or plugins

• Intended state is not rendered config

  3 Apr, 2026

  Technical deep dive into Intended state is not rendered config