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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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I built a local dead-man's-switch for cron jobs (no server, no signup)

I built a local dead-man's-switch for cron jobs (no server, no signup)

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3 min read
The AI memory crunch: how DRAM and NAND price shocks reshape infrastructure budgets

The AI memory crunch: how DRAM and NAND price shocks reshape infrastructure budgets

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13 min read
InfiniBand vs Spectrum-X Ethernet: choosing the AI fabric without overthinking it

InfiniBand vs Spectrum-X Ethernet: choosing the AI fabric without overthinking it

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7 min read
Your server has open doors you don't know about.

Your server has open doors you don't know about.

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2 min read
How to Compress Images From the Command Line (and in CI) — No Upload, No Account

How to Compress Images From the Command Line (and in CI) — No Upload, No Account

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4 min read
How I Reorganized 45 Kubernetes Manifests and Saved Hours of Development Time

How I Reorganized 45 Kubernetes Manifests and Saved Hours of Development Time

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4 min read
AI Agents Have Hands. Here Is the Off Switch.

AI Agents Have Hands. Here Is the Off Switch.

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5 min read
DevOps Pipeline: Stages, Tools, and CI/CD Explained

DevOps Pipeline: Stages, Tools, and CI/CD Explained

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10 min read
The most dangerous line of code your AI agent writes is the test that passes

The most dangerous line of code your AI agent writes is the test that passes

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4 min read
Our AI agents fabricated "done" five times in 17 days. Here is what actually reduced it.

External validation beats prompt rules

Our AI agents fabricated "done" five times in 17 days. Here is what actually reduced it.

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6 min read
Snyk vs Kolega: why pattern matching has a ceiling, and what sits above it

Snyk vs Kolega: why pattern matching has a ceiling, and what sits above it

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2 min read
ConfigMaps for Environment Variables in a React App: Stop Rebuilding, Start Injecting

ConfigMaps for Environment Variables in a React App: Stop Rebuilding, Start Injecting

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4 min read
How I'd Pass the CKA in 12 Weeks (Performance-Based, No Multiple Choice)

How I'd Pass the CKA in 12 Weeks (Performance-Based, No Multiple Choice)

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4 min read
GitLab vs GitHub in 2026: Integrated Platform vs. Composable Ecosystem

GitLab vs GitHub in 2026: Integrated Platform vs. Composable Ecosystem

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6 min read
Kaizen Harness: patterns for making AI agents reliable

Kaizen Harness: patterns for making AI agents reliable

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2 min read
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