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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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Migrate from Crunchy Data PostgreSQL Operator to Percona PostgreSQL Operator: The Standby Cluster Method

Migrate from Crunchy Data PostgreSQL Operator to Percona PostgreSQL Operator: The Standby Cluster Method

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12 min read
PostMTA: The Complete 2026 Guide to Enterprise Open Source Email Delivery

PostMTA: The Complete 2026 Guide to Enterprise Open Source Email Delivery

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6 min read
Vuls vs Trivy vs Grype: when to pick which CVE scanner (from the team that built one more)

Vuls vs Trivy vs Grype: when to pick which CVE scanner (from the team that built one more)

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4 min read
How to Audit Your DNS Records for Subdomain Takeover Vulnerabilities

How to Audit Your DNS Records for Subdomain Takeover Vulnerabilities

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4 min read
How to Launch Apps on Coolify: The Free Heroku Alternative Step‑by‑Step

How to Launch Apps on Coolify: The Free Heroku Alternative Step‑by‑Step

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8 min read
PostMTA: The Complete 2026 Guide to Enterprise Open Source Email Delivery

PostMTA: The Complete 2026 Guide to Enterprise Open Source Email Delivery

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6 min read
The Rise of Self-Hosted AI Workspaces for Modern Teams

The Rise of Self-Hosted AI Workspaces for Modern Teams

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4 min read
I built a deployment pipeline that ships code while I sleep — here's what broke first

I built a deployment pipeline that ships code while I sleep — here's what broke first

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5 min read
Anthropic on AWS is Not What You Think

Anthropic on AWS is Not What You Think

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3 min read
Why Most "Cheaper Cloud" Strategies Fail

Why Most "Cheaper Cloud" Strategies Fail

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5 min read
Why We Stopped Using Log Aggregation for Everything

Why We Stopped Using Log Aggregation for Everything

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1 min read
Debugging DNS leaks: why your VPN isn't hiding what you think it is

Debugging DNS leaks: why your VPN isn't hiding what you think it is

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5 min read
I Benchmarked Lynkr Against LiteLLM on the Same Backends.

I Benchmarked Lynkr Against LiteLLM on the Same Backends.

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6 min read
The Cost Math Behind Our CI Cache Hit Rate Going From 40% to 91%

The Cost Math Behind Our CI Cache Hit Rate Going From 40% to 91%

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4 min read
Why your local LLM aces benchmarks but fails real terminal tasks

Why your local LLM aces benchmarks but fails real terminal tasks

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5 min read
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