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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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When my RL agent started writing about Star Wars instead of fixing servers

When my RL agent started writing about Star Wars instead of fixing servers

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9 min read
Observability as Code: Managing Dashboards and Alerts with Terraform

Observability as Code: Managing Dashboards and Alerts with Terraform

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2 min read
Load Testing with k6: From First Script to CI Pipeline Integration

Load Testing with k6: From First Script to CI Pipeline Integration

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7 min read
How I Built a Real-Time Crypto Arbitrage Dashboard with FastAPI & WebSockets

How I Built a Real-Time Crypto Arbitrage Dashboard with FastAPI & WebSockets

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2 min read
Building a Resilient NDVI Pipeline with Redis Streams (Event-Driven Architecture)

Building a Resilient NDVI Pipeline with Redis Streams (Event-Driven Architecture)

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3 min read
Prowler is great. Here's what to do with 400 findings.

Prowler is great. Here's what to do with 400 findings.

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4 min read
The agent didn't malfunction. The access was wrong.

The agent didn't malfunction. The access was wrong.

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2 min read
Why Diff Tools Lie: Detecting Hidden File Changes with PowerShell Hash Verification

Why Diff Tools Lie: Detecting Hidden File Changes with PowerShell Hash Verification

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8 min read
DevSecOps in Practice: Tools That Actually Catch Vulnerabilities - Part 5 - Container Scanning with Trivy

DevSecOps in Practice: Tools That Actually Catch Vulnerabilities - Part 5 - Container Scanning with Trivy

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4 min read
I stopped writing runbooks. I built an AI that does it from my actual code instead.

I stopped writing runbooks. I built an AI that does it from my actual code instead.

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2 min read
From Static to Runtime: Choosing Between CloudFront + S3, Amplify, and ECS for Frontends on AWS

From Static to Runtime: Choosing Between CloudFront + S3, Amplify, and ECS for Frontends on AWS

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6 min read
DevSecOps in Practice: Tools That Actually Catch Vulnerabilities - Part 4 - IaC Scanning with Checkov

DevSecOps in Practice: Tools That Actually Catch Vulnerabilities - Part 4 - IaC Scanning with Checkov

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3 min read
DevSecOps in Practice: Tools That Actually Catch Vulnerabilities - Part 2 - SAST with Bandit

DevSecOps in Practice: Tools That Actually Catch Vulnerabilities - Part 2 - SAST with Bandit

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4 min read
Stop Shipping Fat Images: Practical `systemd-repart` for First-Boot Partition Growth on Linux

Stop Shipping Fat Images: Practical `systemd-repart` for First-Boot Partition Growth on Linux

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6 min read
Magento 2 CI/CD with GitHub Actions: A Production-Ready Deploy Pipeline

Magento 2 CI/CD with GitHub Actions: A Production-Ready Deploy Pipeline

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5 min read
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