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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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Open-source AI CI triage that works on any CI and any model, including local

Open-source AI CI triage that works on any CI and any model, including local

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6 min read
DevSecOps Explained: Embedding Security into Every Deployment

DevSecOps Explained: Embedding Security into Every Deployment

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5 min read
Enforcing Zero-Trust Egress in Kubernetes with NetworkPolicies

Enforcing Zero-Trust Egress in Kubernetes with NetworkPolicies

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5 min read
A Developer Roadmap for Building Production-Ready AI Agents

A Developer Roadmap for Building Production-Ready AI Agents

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7 min read
You Don't Need Kubernetes to Monitor 20 Linux VMs

You Don't Need Kubernetes to Monitor 20 Linux VMs

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7 min read
73% of AI-agent credential leaks trace back to one mundane thing: debug logging

73% of AI-agent credential leaks trace back to one mundane thing: debug logging

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2 min read
Kubernetes for Beginners: From Local to Production – A Quest Inspired by *The Lord of the Rings*

Kubernetes for Beginners: From Local to Production – A Quest Inspired by *The Lord of the Rings*

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4 min read
We Renamed the DevOps Team 'Platform Engineering.' Nothing Changed. Here's Why.

We Renamed the DevOps Team 'Platform Engineering.' Nothing Changed. Here's Why.

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5 min read
Deploying a Multi-Module Spring Boot App to Render with PostgreSQL, Redis, Docker, and Flyway

Deploying a Multi-Module Spring Boot App to Render with PostgreSQL, Redis, Docker, and Flyway

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7 min read
Your AI agent is only as secure as the tools and agents it calls

Your AI agent is only as secure as the tools and agents it calls

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4 min read
The feature that wrote a database row every minute — even when nothing happened

The feature that wrote a database row every minute — even when nothing happened

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4 min read
Cascading Agent Collapse: How a Single Runaway LLM Loop Takes Down Your Entire Production Architecture

Cascading Agent Collapse: How a Single Runaway LLM Loop Takes Down Your Entire Production Architecture

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7 min read
Capacity Planning Without ML: The 80/20 Approach

Capacity Planning Without ML: The 80/20 Approach

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2 min read
Building a Self-Hosted MLOps Platform from Scratch with FastAPI, PostgreSQL, GCS, and Docker

Building a Self-Hosted MLOps Platform from Scratch with FastAPI, PostgreSQL, GCS, and Docker

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4 min read
How We Built a Multi-Cloud Terraform Orchestrator: The TerraX Architecture

How We Built a Multi-Cloud Terraform Orchestrator: The TerraX Architecture

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6 min read
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