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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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The Human-in-the-Loop SRE: Designing Automation Escalation Policies for AI-Assisted Operations

The Human-in-the-Loop SRE: Designing Automation Escalation Policies for AI-Assisted Operations

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15 min read
2026 Comparison: Crypto & Forex Live Market Data APIs | Functional Capabilities & Integration Workflows

2026 Comparison: Crypto & Forex Live Market Data APIs | Functional Capabilities & Integration Workflows

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7 min read
Everything That Breaks When You Generate PDFs with Headless Chrome in a Container

Everything That Breaks When You Generate PDFs with Headless Chrome in a Container

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3 min read
Optional persistent data example:

Optional persistent data example:

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3 min read
Your Automation Hits a 403 That Will Never Resolve. Now What?

Your Automation Hits a 403 That Will Never Resolve. Now What?

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2 min read
GitOps Secrets on Linux with SOPS + age: Encrypted Configs, Clean Deploys

GitOps Secrets on Linux with SOPS + age: Encrypted Configs, Clean Deploys

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3 min read
Self-Hosted vs. Managed: Coolify Against Vercel, Heroku, Netlify, and Railway

Self-Hosted vs. Managed: Coolify Against Vercel, Heroku, Netlify, and Railway

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9 min read
Nightly Container CVE Gate on Linux: Trivy + systemd Timers (Practical, Auditable)

Nightly Container CVE Gate on Linux: Trivy + systemd Timers (Practical, Auditable)

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4 min read
Track Linux Config Drift with etckeeper + systemd.path: Immediate /etc History Without Guesswork

Track Linux Config Drift with etckeeper + systemd.path: Immediate /etc History Without Guesswork

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6 min read
Harden Linux Services with `systemd-analyze security`: From Score to Enforceable Policy

Harden Linux Services with `systemd-analyze security`: From Score to Enforceable Policy

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3 min read
Stop Risky Linux Upgrades from Becoming Outages: Practical Rollbacks with Btrfs + Snapper

Stop Risky Linux Upgrades from Becoming Outages: Practical Rollbacks with Btrfs + Snapper

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7 min read
Rootless Podman Quadlet on Linux: Replace `podman generate systemd` with a declarative setup that auto-updates safely

Rootless Podman Quadlet on Linux: Replace `podman generate systemd` with a declarative setup that auto-updates safely

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4 min read
From Push to Pull: GitOps-Style Linux Automation with ansible-pull + systemd timers

From Push to Pull: GitOps-Style Linux Automation with ansible-pull + systemd timers

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3 min read
The Best CI Server Tools: Honest Picks for Every Dev Team

The Best CI Server Tools: Honest Picks for Every Dev Team

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9 min read
APT Pinning Without Breaking Your Box: Practical `preferences.d` Patterns for Debian/Ubuntu

APT Pinning Without Breaking Your Box: Practical `preferences.d` Patterns for Debian/Ubuntu

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6 min read
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