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Applied AI & GenAI in DevOps

How generative AI is changing the DevOps landscape. From AI-assisted incident response to intelligent CI/CD pipelines, I explore what works in practice — not just what looks good in demos.

Core Focus
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Model Context Protocol (MCP)

MCP is becoming the standard for connecting AI models to tools and data sources. I dig into how it works, why it matters for infrastructure, and how platform teams can leverage it to build smarter tooling.

Deep Dive
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AI Agents for Infrastructure

Autonomous agents that can reason about infrastructure, execute runbooks, and respond to production issues. I explore the architectures, safety patterns, and real-world use cases that make AI agents useful in ops.

Emerging
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Cloud-Native Architecture

Designing systems that are resilient, scalable, and observable from the start. Kubernetes, service meshes, serverless, and the patterns that make cloud-native work at scale.

Foundation
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Platform Engineering & DX

Building internal developer platforms that reduce cognitive load and accelerate delivery. The tooling, abstractions, and golden paths that let engineering teams focus on what matters.

Core Focus
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Infrastructure as Code

Declarative, version-controlled, reproducible infrastructure. Terraform, Pulumi, Crossplane — the tools and practices that make infrastructure manageable and auditable.

Foundation

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