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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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If you use Trivy or KICS in CI, read this

If you use Trivy or KICS in CI, read this

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4 min read
Roadmap to Become a DevOps Engineer in 2026 🚀

Roadmap to Become a DevOps Engineer in 2026 🚀

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4 min read
Per-Customer LLM Cost Reports (Without Rearchitecting Your Billing Pipeline)

Per-Customer LLM Cost Reports (Without Rearchitecting Your Billing Pipeline)

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8 min read
Computer-Use Agents: 3 Sandboxing Patterns That Don't Leak Credentials

Computer-Use Agents: 3 Sandboxing Patterns That Don't Leak Credentials

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9 min read
Zero-Downtime Database Migrations

Zero-Downtime Database Migrations

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2 min read
Kubernetes Networking Explained: Pods, Services, Ingress, and Network Policies

Kubernetes Networking Explained: Pods, Services, Ingress, and Network Policies

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8 min read
The php-fpm Tuning Cheat Sheet: 5 Settings That Decide Your p99

The php-fpm Tuning Cheat Sheet: 5 Settings That Decide Your p99

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8 min read
5 Uptime Monitoring Mistakes That Cost Developers Hours of Debugging

5 Uptime Monitoring Mistakes That Cost Developers Hours of Debugging

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2 min read
Building a Public Status Page: What to Show and What to Hide

Building a Public Status Page: What to Show and What to Hide

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2 min read
Shadow-testing a fine-tuned 8B against gpt-4o-mini through Bifrost

Shadow-testing a fine-tuned 8B against gpt-4o-mini through Bifrost

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4 min read
Most Teams Don't Move to Amazon RDS for Performance

Most Teams Don't Move to Amazon RDS for Performance

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6 min read
I built an open-source repo-local context layer for AI coding agents

I built an open-source repo-local context layer for AI coding agents

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3 min read
Agent‑safe change delivery on Oracle: discovery, online mechanics, idempotent migrations, and provable rollbacks

Agent‑safe change delivery on Oracle: discovery, online mechanics, idempotent migrations, and provable rollbacks

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17 min read
Running FreeIPA on Ubuntu Using Podman – Part 2: Step-by-Step Deployment

Running FreeIPA on Ubuntu Using Podman – Part 2: Step-by-Step Deployment

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3 min read
Docker healthchecks: what they actually measure and what you shouldn't promise

Docker healthchecks: what they actually measure and what you shouldn't promise

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8 min read
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