Engineering blog, perspectives, whitepapers, and case studies -- all in one place.
What we are seeing across 50+ utility and industrial sites: the segmentation gap, the patch problem, and what is actually working.
2026 PerspectiveAI / AIOpsAgentic ops, copilot-driven runbooks, and where automated reasoning actually pays off in the NOC.
2026 PerspectivePlatformGolden paths, IDPs, and Terraform-as-product without pretending it solves problems it does not.
2026 PerspectiveOT SecurityVendor pitches versus reality on the plant floor. What changes when you are CIP-regulated and a control-system vendor still ships SHA1.
2026 Case StudyNetBox860 nodes synced across SolarWinds, Tenable, Splunk through a NetBox-led enrichment pipeline.
2026 Case StudyIOS-XEAnsible install-mode rollout with auto-abort safety net across a regulated network.
2026 Case StudyNERC CIPWeekly automated evidence collection that holds up under regulator review.
2026 Case StudySNMPv3Fleet-wide SNMPv2c to SNMPv3 migration with version-aware credential mapping.
2026 BlogCisco IOS-XEAuto-abort timer, install_commit invoke_shell, U vs C state, and more.
2026-05-21 BlogFortiGateSetting ca-cert now auto-enables server-identity-check. Two-line fix.
2026-05-18 BlogTerraformImport both the secret and the version resource. Do not trust ignore_secret_changes alone.
2026-04-30