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# devops

Content centering around the shifting left of responsibility, deconstruction of responsibility silos, and the automation of repetitive work tasks.

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Model Context Protocol (MCP) — Integrating AI LLMs with Modern DevOps Systems

Model Context Protocol (MCP) — Integrating AI LLMs with Modern DevOps Systems

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3 min read
Why Your AI Agents Need a Secure Sandbox

Why Your AI Agents Need a Secure Sandbox

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2 min read
I Built an AI That Writes Production Workflows From Plain English

I Built an AI That Writes Production Workflows From Plain English

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5 min read
Chapter 2: Terraform + Kubernetes Provider — Infrastructure as Code

Chapter 2: Terraform + Kubernetes Provider — Infrastructure as Code

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8 min read
Stop Writing Scripts, Start Building Tools: The 5 Production CLI Patterns Every Python Dev Needs

Stop Writing Scripts, Start Building Tools: The 5 Production CLI Patterns Every Python Dev Needs

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6 min read
How Cloud-Native Architecture Enables Faster Innovation

How Cloud-Native Architecture Enables Faster Innovation

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8 min read
Day-31 Kubernetes Hit Me Hard Today: RBAC, CRDs, and Imposter Syndrome

Day-31 Kubernetes Hit Me Hard Today: RBAC, CRDs, and Imposter Syndrome

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2 min read
Why Startups and IndieDevs Should Choose Monolith First, Lessons From My Micro-SaaS Project, For ...

Why Startups and IndieDevs Should Choose Monolith First, Lessons From My Micro-SaaS Project, For ...

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4 min read
Duplicate “Follow” Button Text in User Profile Hover Card

Duplicate “Follow” Button Text in User Profile Hover Card

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2 min read
Ramp’s Inspect shows closed-loop AI agents are software’s future

Ramp’s Inspect shows closed-loop AI agents are software’s future

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5 min read
I Built a GitHub Action That Uses AI to Explain Why Your CI Failed

I Built a GitHub Action That Uses AI to Explain Why Your CI Failed

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2 min read
Orphaned EBS Volumes Costing You $$$?

Orphaned EBS Volumes Costing You $$$?

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1 min read
Kubernetes Requests and Limits: The Most Misunderstood Feature in Production

Kubernetes Requests and Limits: The Most Misunderstood Feature in Production

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6 min read
ConfDroid Puppet Modules - confdroid_resources

ConfDroid Puppet Modules - confdroid_resources

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3 min read
Self-Hosting Didn’t Replace the Cloud. It Changed How I See It

Self-Hosting Didn’t Replace the Cloud. It Changed How I See It

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3 min read
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