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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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Lemmings Just Spawned

Lemmings Just Spawned

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4 min read
Your AI Agent Is Making Things Up Instead of Looking Things Up

Your AI Agent Is Making Things Up Instead of Looking Things Up

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3 min read
How Much Do Flaky Tests Actually Cost?

How Much Do Flaky Tests Actually Cost?

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4 min read
Watchtower vs Portainer: Different Docker Tools

Watchtower vs Portainer: Different Docker Tools

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3 min read
AWS IAM + S3 Demystified: Map Every S3 CLI Command to Its Required Permission

AWS IAM + S3 Demystified: Map Every S3 CLI Command to Its Required Permission

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4 min read
How we reduced AI inference costs by 60% without sacrificing accuracy

How we reduced AI inference costs by 60% without sacrificing accuracy

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5 min read
CLI vs MCP vs Skills: The Whole Debate Is Asking the Wrong Question

CLI vs MCP vs Skills: The Whole Debate Is Asking the Wrong Question

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8 min read
GitHub Actions CI Is Slow? Here’s What’s Actually Wasting Your Time

GitHub Actions CI Is Slow? Here’s What’s Actually Wasting Your Time

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7 min read
Bac à sable vs Environnement de test: Différences clés et bonnes pratiques

Bac à sable vs Environnement de test: Différences clés et bonnes pratiques

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7 min read
The environment is the product

The environment is the product

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4 min read
How to Test AI Agents Before They Touch Production

How to Test AI Agents Before They Touch Production

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7 min read
Human in the loop

Human in the loop

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3 min read
From working in Siberian oil fields to a home lab: my path to Linux and DevOps.

From working in Siberian oil fields to a home lab: my path to Linux and DevOps.

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1 min read
Mastering Azure Monitor: Deployment and Configuration

Mastering Azure Monitor: Deployment and Configuration

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8 min read
How Claude Code + Specialized Agents Changed My Development Workflow in 2026

How Claude Code + Specialized Agents Changed My Development Workflow in 2026

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3 min read
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