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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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Put Your Agent Evals in CI or Stop Calling Them Evals

Put Your Agent Evals in CI or Stop Calling Them Evals

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5 min read
AI Isn't Something to Trust — It's Something to Design (Series Final)

AI Isn't Something to Trust — It's Something to Design (Series Final)

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20 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
Running Local LLMs With Ollama For Private Development

Running Local LLMs With Ollama For Private Development

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8 min read
Claude Fable 5 Went from Free to Offline in 72 Hours — What I Learned About AI Coding Costs

Claude Fable 5 Went from Free to Offline in 72 Hours — What I Learned About AI Coding Costs

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3 min read
How I Assess Engineering Health in My First Week at a New Org

How I Assess Engineering Health in My First Week at a New Org

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10 min read
Harden SSH on Linux with Fail2ban + nftables (A Practical, Auditable Setup)

Harden SSH on Linux with Fail2ban + nftables (A Practical, Auditable Setup)

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3 min read
Your indie SaaS has no staging environment. Here is the 30-minute setup (and the 4 production bugs it catches before your users do).

Your indie SaaS has no staging environment. Here is the 30-minute setup (and the 4 production bugs it catches before your users do).

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9 min read
Stop sending every alert to Slack. The 4-channel routing matrix I built after 18 months of being paged at the wrong time.

Stop sending every alert to Slack. The 4-channel routing matrix I built after 18 months of being paged at the wrong time.

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9 min read
Your .env file is probably already in your Git history. The 15-minute audit (and the 5 habits that stop new leaks for good).

Your .env file is probably already in your Git history. The 15-minute audit (and the 5 habits that stop new leaks for good).

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9 min read
Your Postgres will die at 50 concurrent users, not 50,000. Here is the connection pooling guide nobody handed you.

Your Postgres will die at 50 concurrent users, not 50,000. Here is the connection pooling guide nobody handed you.

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9 min read
Detecting API anomalies behind a 200 OK — with statistics, not AI

Detecting API anomalies behind a 200 OK — with statistics, not AI

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3 min read
I built a free tool that turns plain English into cloud architecture diagrams

I built a free tool that turns plain English into cloud architecture diagrams

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3 min read
Vibe Coding Bible: A Programming Paradigm for AI-Written Software

Vibe Coding Bible: A Programming Paradigm for AI-Written Software

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3 min read
The Ultimate Kubernetes Checklist: Unlocking Performance While Slashing Costs

The Ultimate Kubernetes Checklist: Unlocking Performance While Slashing Costs

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2 min read
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