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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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From CI Failure to Fix in Under a Minute — QAI Agent Now Closes the Full Loop

From CI Failure to Fix in Under a Minute — QAI Agent Now Closes the Full Loop

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3 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
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
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 AI Scrapers Crashed My Vercel App (And How I Saved It with DigitalOcean & Cloudflare)

How AI Scrapers Crashed My Vercel App (And How I Saved It with DigitalOcean & Cloudflare)

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2 min read
Building a GitOps Pipeline on AWS ECS: From Manual SSH to Zero-Downtime Blue/Green Deployments

Building a GitOps Pipeline on AWS ECS: From Manual SSH to Zero-Downtime Blue/Green Deployments

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6 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
LiteLLM Proxy: The Open-Source Alternative for Multi-Provider LLM Failover and Load Balancing

LiteLLM Proxy: The Open-Source Alternative for Multi-Provider LLM Failover and Load Balancing

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7 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
CI/CD for Licensed Software You Don't Host

CI/CD for Licensed Software You Don't Host

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7 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
🐤 Canary Deployment Explained Like You're 5

🐤 Canary Deployment Explained Like You're 5

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2 min read
I Shipped 12 SigNoz Dashboard PRs in 4 Days (864 Panels, 134K Lines)

I Shipped 12 SigNoz Dashboard PRs in 4 Days (864 Panels, 134K Lines)

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4 min read
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