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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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Semantic caching our flaky-test summariser: 58% fewer LLM calls

Semantic caching our flaky-test summariser: 58% fewer LLM calls

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4 min read
Benchmarking Residential Proxy Providers: A Reproducible Test Script

Benchmarking Residential Proxy Providers: A Reproducible Test Script

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4 min read
GitOps Policy Drift: Why Reconciliation Doesn't Stop Day-2 Failure

GitOps Policy Drift: Why Reconciliation Doesn't Stop Day-2 Failure

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9 min read
Stop Finding Out About Downtime from Users — Monitor Your Node.js App

Stop Finding Out About Downtime from Users — Monitor Your Node.js App

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3 min read
Your Django background scheduler is probably running twice. Here's why, and the migrate chicken-and-egg.

Your Django background scheduler is probably running twice. Here's why, and the migrate chicken-and-egg.

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3 min read
Eight rulebooks govern a DACH launch, and the strictest quietly wins

Eight rulebooks govern a DACH launch, and the strictest quietly wins

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3 min read
CKA Exam 2026 Scenario 3 - Pick the least-permissive NetworkPolicy to connect two namespaces (CKA)

CKA Exam 2026 Scenario 3 - Pick the least-permissive NetworkPolicy to connect two namespaces (CKA)

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4 min read
“It Works in Docker” — But Will It Work in Kubernetes?

“It Works in Docker” — But Will It Work in Kubernetes?

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6 min read
We built a free status monitor for 77 AI APIs. Here's what 6 weeks of data taught us.

We built a free status monitor for 77 AI APIs. Here's what 6 weeks of data taught us.

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4 min read
How to install GitLab EE Ultimate with K8s Helm Chart

How to install GitLab EE Ultimate with K8s Helm Chart

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15 min read
How We Built an AI Security Agent That Analyzes Vulnerabilities 100x Faster Using GitLab Duo and Orbit

How We Built an AI Security Agent That Analyzes Vulnerabilities 100x Faster Using GitLab Duo and Orbit

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4 min read
I kept finding gaps in my repos after open-sourcing — so I built a zero-dep CLI to catch them first

I kept finding gaps in my repos after open-sourcing — so I built a zero-dep CLI to catch them first

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2 min read
Agent traces are not enough. Agent runs need operating records.

Agent traces are not enough. Agent runs need operating records.

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2 min read
linux is perfect for ai agents

linux is perfect for ai agents

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1 min read
Deploying Ory Kratos Open-Source Identity and User Management System on Ubuntu 24.04

Deploying Ory Kratos Open-Source Identity and User Management System on Ubuntu 24.04

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4 min read
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