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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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Why Binary CI/CD Quality Gates Fail at Scale (and a Risk-Based Alternative)

Why Binary CI/CD Quality Gates Fail at Scale (and a Risk-Based Alternative)

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2 min read
Learning Fullstack Observability: Metrics

Learning Fullstack Observability: Metrics

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6 min read
Advancing DevOps/Cloud Learning: Strategies for Post-Foundational Skill Development

Advancing DevOps/Cloud Learning: Strategies for Post-Foundational Skill Development

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8 min read
Inside the Pipeline Powering a Korean Entertainment MCP Server

Inside the Pipeline Powering a Korean Entertainment MCP Server

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9 min read
vault project

vault project

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5 min read
How MCP Is Changing Test Management — And Which Tools Support It

How MCP Is Changing Test Management — And Which Tools Support It

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8 min read
Repeat Incidents Are a Leadership Smell

Repeat Incidents Are a Leadership Smell

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7 min read
Kronveil v0.3: Multi-Cluster Federation, Custom Collector SDK, and Automated Runbooks

Kronveil v0.3: Multi-Cluster Federation, Custom Collector SDK, and Automated Runbooks

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7 min read
I Dockerized a Production AI System as an Intern. Here's What Actually Mattered.

I Dockerized a Production AI System as an Intern. Here's What Actually Mattered.

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6 min read
K8s Roles: The Unofficial Security Shift

K8s Roles: The Unofficial Security Shift

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4 min read
The Unseen Architects of Trust: Building Bulletproof Customer Experiences with Automated QA

The Unseen Architects of Trust: Building Bulletproof Customer Experiences with Automated QA

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6 min read
Unlocking GitHub Actions: Why the 'Workflow' Permission is a Productivity Bottleneck

Unlocking GitHub Actions: Why the 'Workflow' Permission is a Productivity Bottleneck

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4 min read
From Vulnerable to Distroless: Auditing Docker Images with Trivy in CI

From Vulnerable to Distroless: Auditing Docker Images with Trivy in CI

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11 min read
The Importance of Manual Testing in Terraform

The Importance of Manual Testing in Terraform

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3 min read
Kafka on Kubernetes: Performance Lessons for Any Disk-Heavy Data Service

Kafka on Kubernetes: Performance Lessons for Any Disk-Heavy Data Service

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7 min read
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