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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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Gateway API Is the Direction. Your Controller Choice Is the Risk.

Gateway API Is the Direction. Your Controller Choice Is the Risk.

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7 min read
The Hidden Cost of AI APIs: A Developer's Guide to Tracking Multi-Provider Spending

The Hidden Cost of AI APIs: A Developer's Guide to Tracking Multi-Provider Spending

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7 min read
Securing a Public API: Using AWS Best Practices

Securing a Public API: Using AWS Best Practices

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3 min read
RAM Speed and Timings Explained: Does it Actually Matter for Your Build?

RAM Speed and Timings Explained: Does it Actually Matter for Your Build?

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4 min read
Trunk-Based Development: Why Most Teams Think They Use It (But Don’t)

Trunk-Based Development: Why Most Teams Think They Use It (But Don’t)

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4 min read
The Compliance Trap: Why 90% of Security Scans are Technically Correct but Strategically Worthless

The Compliance Trap: Why 90% of Security Scans are Technically Correct but Strategically Worthless

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7 min read
The Cheapest Way to Self-Host Vaultwarden in 2026

The Cheapest Way to Self-Host Vaultwarden in 2026

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9 min read
Completion-Triggered Orchestration: Why We Stopped Scheduling Our AI Pipeline

Completion-Triggered Orchestration: Why We Stopped Scheduling Our AI Pipeline

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10 min read
When Your Security Scanner Becomes the Weapon: Lessons from the Trivy Supply Chain Attack

When Your Security Scanner Becomes the Weapon: Lessons from the Trivy Supply Chain Attack

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2 min read
How I Built a GitOps Pipeline That Deploys Itself — and Rolls Back When Things Break

How I Built a GitOps Pipeline That Deploys Itself — and Rolls Back When Things Break

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6 min read
Every Compliance Framework Requires Key Rotation. No Platform Tells You When.

Every Compliance Framework Requires Key Rotation. No Platform Tells You When.

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5 min read
Salesforce Record Locking and Concurrency – Salesforce Things You should Know

Salesforce Record Locking and Concurrency – Salesforce Things You should Know

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4 min read
How I burned $10 on Vercel with only 50 daily users

How I burned $10 on Vercel with only 50 daily users

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2 min read
🐤 Canary Deployment Explained Like You're 5

🐤 Canary Deployment Explained Like You're 5

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2 min read
Automating Terraform Testing: From Unit Tests to End-to-End Validation

Automating Terraform Testing: From Unit Tests to End-to-End Validation

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2 min read
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