Articles on AI-driven cloud governance, traffic-aware FinOps, autonomous operations, and practical guides for unifying logs, flows, assets, and costs.
Why the next wave of cloud ops moves from monitoring to machine-led action. We break down the autonomy stack—data ingestion, correlation, policy, and closed-loop remediation—and show where humans stay in the loop.
Read More →How to allocate costs for firewalls, VPN gateways, NAT, and transit networks using flow logs and usage patterns. Includes a step-by-step framework for showback/chargeback and common pitfalls.
Read More →A practical playbook for correlating logs + flows + configs + costs into one narrative. Covers data models, identity/ownership mapping, and how this unlocks MTTR cuts and accurate cost recovery.
Read More →How topology graphs, path tracing, and heatmaps reveal bottlenecks and misconfigurations in minutes. Real examples of route drift, noisy neighbors, and stealth packet drops.
Read More →Static audits miss context. Learn how flow-aware recommendations reduce exposure, map to CIS/NIST, and feed policy-as-code pipelines without breaking apps.
Read More →Turn architecture inputs into auto-generated WBS, assign owners by asset lineage, and update status for different stakeholders—PMs, Architects, SecOps—without manual spreadsheets.
Read More →Replace linear budgeting with signal-driven forecasting that uses deployments, traffic trends, and seasonality. Includes a template for risk bands and variance handling.
Read More →A lightweight, policy-driven governance model that keeps autonomy at the edge while centralizing visibility and control in one AI platform.
Read More →Monthly insights on AI-driven cost allocation, flow-aware security, and autonomous project management—no spam, just tactics your team can use.
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