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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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GitLab CI: How to Use a Dockerfile from Remote Repository

GitLab CI: How to Use a Dockerfile from Remote Repository

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2 min read
The Lovable breach is not a vibe coding story. It is a verification story.

The Lovable breach is not a vibe coding story. It is a verification story.

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4 min read
Spec Kit vs BMAD vs OpenSpec: Choosing an SDD Framework in 2026

Spec Kit vs BMAD vs OpenSpec: Choosing an SDD Framework in 2026

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10 min read
What DevOps Taught Me About Running a Function

What DevOps Taught Me About Running a Function

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5 min read
How to Deploy Your AI-Coded Internal App

How to Deploy Your AI-Coded Internal App

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5 min read
Load Testing in Production: How We Do It Safely

Load Testing in Production: How We Do It Safely

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3 min read
SageMaker Pipelines: CI/CD for ML with Terraform 🔁

SageMaker Pipelines: CI/CD for ML with Terraform 🔁

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5 min read
why you need hcl-linter?

why you need hcl-linter?

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3 min read
From LOW to CRITICAL: How a 5-Step Vulnerability Chain Goes Undetected by Flat Scanners

From LOW to CRITICAL: How a 5-Step Vulnerability Chain Goes Undetected by Flat Scanners

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3 min read
Testing AI Agents Like Code: the `oa test` Harness

Testing AI Agents Like Code: the `oa test` Harness

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4 min read
Claude Code for the Outer Loop: An AI SRE Playbook to Reduce On-Call Toil

Claude Code for the Outer Loop: An AI SRE Playbook to Reduce On-Call Toil

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18 min read
DORA metrics are a CFO tool, not a dev tool

DORA metrics are a CFO tool, not a dev tool

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2 min read
Why 73% of AWS Trusted Advisor tips get ignored

Why 73% of AWS Trusted Advisor tips get ignored

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2 min read
Delete 40% of your dashboards

Delete 40% of your dashboards

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2 min read
Your Datadog bill is 60% DEBUG logs

Your Datadog bill is 60% DEBUG logs

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2 min read
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