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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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Introducing DevEnv Manager: Your Dev Environment, Simplified

Introducing DevEnv Manager: Your Dev Environment, Simplified

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6 min read
The Four Gates: A Practical Threat Model for Agentic AI Systems

The Four Gates: A Practical Threat Model for Agentic AI Systems

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5 min read
Kubernetes Day-2 Incidents: 5 Real-World Failures and the One Metric That Predicts Them

Kubernetes Day-2 Incidents: 5 Real-World Failures and the One Metric That Predicts Them

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4 min read
How to Monitor API Dependencies in 2026 (Complete Guide)

How to Monitor API Dependencies in 2026 (Complete Guide)

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12 min read
From Medical Devices to Smart Cameras: DevOps for AI-Powered Products

From Medical Devices to Smart Cameras: DevOps for AI-Powered Products

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8 min read
The Silent $33/Month Charge: Understanding AWS NAT Gateway Costs

The Silent $33/Month Charge: Understanding AWS NAT Gateway Costs

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3 min read
GPT-5.2 Changed on Feb 10 — Here's How to Know If Your Prompts Broke

GPT-5.2 Changed on Feb 10 — Here's How to Know If Your Prompts Broke

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2 min read
I Run 10 AI Agents in Production. They're All Bash Scripts.

I Run 10 AI Agents in Production. They're All Bash Scripts.

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4 min read
GitLab SE behind Cloudflare Zero Trust: Private CI Runner

GitLab SE behind Cloudflare Zero Trust: Private CI Runner

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4 min read
When Your npm Install Becomes an AI Agent Attack: The MCP Supply Chain Threat

When Your npm Install Becomes an AI Agent Attack: The MCP Supply Chain Threat

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7 min read
Tailscale vs WireGuard: Which VPN Should You Use?

Tailscale vs WireGuard: Which VPN Should You Use?

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5 min read
Understanding API SLAs: What 99.9% Uptime Really Means

Understanding API SLAs: What 99.9% Uptime Really Means

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5 min read
AWS VPC design for multi-project multi-account setups: patterns that scale

AWS VPC design for multi-project multi-account setups: patterns that scale

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2 min read
LXC vs Docker in Production: How Container Runtimes Behave Differently at Scale

LXC vs Docker in Production: How Container Runtimes Behave Differently at Scale

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5 min read
From Cloud Curious to DevOps Engineer: Your 2026 Career Transition Roadmap

From Cloud Curious to DevOps Engineer: Your 2026 Career Transition Roadmap

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7 min read
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