Blog

Detailed notes from platform engineering at scale

Long-form leadership writing to support portfolio depth, public speaking narratives, and director-level platform engineering positioning: AI infra standards, large-scale monitoring, cloud migration, Datadog consolidation, and Kubernetes reliability operations.

Datadog SummitCognitive LoadIncident Response

Winning the First Five Minutes: Reducing Cognitive Load in Incident Response

A detailed breakdown of tool consolidation, tagging discipline, AI assistance, and first-five-minute incident control.

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AI InfrastructureStandardsGovernance

AI Infrastructure Management Standards: Control Planes, Policy, and Reliability

Practical standards for scaling AI workloads safely with policy, SLOs, and cost guardrails.

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MonitoringScaleOperations

Monitoring Large-Scale Infrastructure: Signal Design, Ownership, and Noise Control

How to improve signal quality, reduce noise, and accelerate incident decisions.

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Cloud MigrationStrategyTransformation

Cloud Migration Strategies for Platform Leaders: Sequencing, Risk, and Adoption

A risk-first migration model that aligns technical sequencing with operating change.

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DatadogObservabilityConsolidation

Datadog as a Single Pane of Observability: Consolidation Without Blind Spots

How to centralize observability while preserving service-level accuracy and ownership.

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KubernetesFleet OpsReliability

Large-Scale Kubernetes Management: Fleet Operations, Upgrades, and Reliability

Fleet-level standards for upgrades, policy governance, and predictable cluster operations.

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AI AgentsRuntimeGuardrails

Facilitating AI Agent Infrastructure: Runtime Design, Guardrails, and Operations

Execution, security, observability, and operating controls for agent-enabled platforms.

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ObservabilityAIStandards

Tagging Standards That Make AI-Assisted Troubleshooting Work

Metadata governance patterns that improve investigation quality and AI usefulness.

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M&AMonitoringRisk

Monitoring Strategy During M&A: Reducing Risk When Stacks Collide

A practical integration playbook for observability and incident ownership during consolidation.

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Operating ModelCOEEnablement

From Dashboards to Decisions: Building an Observability COE

Governance and enablement patterns that scale observability behavior across teams.

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KubernetesGlobal InfraTraffic

Designing Multi-Region Kubernetes Platforms Without Operational Drift

Global cluster and failover design guidance for resilient multi-region operations.

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LeadershipSREOrg Design

Scaling SRE Organizations: From Heroics to Repeatable Systems

How to scale SRE teams, on-call quality, and reliability culture with less burnout.

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