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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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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
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
S3 Streamable Backup: Direct-to-Cloud Backups for Manticore Search

S3 Streamable Backup: Direct-to-Cloud Backups for Manticore Search

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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
The Importance of Manual Testing in Terraform

The Importance of Manual Testing in Terraform

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3 min read
How to add an eval gate to your LangGraph agent in 5 minutes

How to add an eval gate to your LangGraph agent in 5 minutes

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6 min read
Webinar: Integrating SAST into DevSecOps — Key Points

Webinar: Integrating SAST into DevSecOps — Key Points

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3 min read
I built a free GitHub Action that scores your repo health — and auto-updates your README

I built a free GitHub Action that scores your repo health — and auto-updates your README

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3 min read
I built a €2/month DevOps stack (Gitea + Jenkins + Nexus)

I built a €2/month DevOps stack (Gitea + Jenkins + Nexus)

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1 min read
AWS Frontier Agents: What $50/Hour Pen Testing and $30/Hour SRE Means for Platform Teams

AWS Frontier Agents: What $50/Hour Pen Testing and $30/Hour SRE Means for Platform Teams

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4 min read
The Axios Breach Started with a Plaintext Token — Here's How I Keep Zero Secrets in My Repos

The Axios Breach Started with a Plaintext Token — Here's How I Keep Zero Secrets in My Repos

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5 min read
Is Railway Reliable for FastAPI in 2026?

Is Railway Reliable for FastAPI in 2026?

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11 min read
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