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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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Stop tuning LLM agents with live API calls: A simulation-based approach

Stop tuning LLM agents with live API calls: A simulation-based approach

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1 min read
Agentic AI Fails in Production for Simple Reasons — What MLDS 2026 Taught Me

Agentic AI Fails in Production for Simple Reasons — What MLDS 2026 Taught Me

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3 min read
Volt Typhoon Weaponized SOHO Routers at Scale — Here's Your Zero-Trust Playbook for the Remote Edge

Volt Typhoon Weaponized SOHO Routers at Scale — Here's Your Zero-Trust Playbook for the Remote Edge

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6 min read
I Built a 3-Tier AWS Architecture With Terraform — Here's What Actually Tripped Me Up

I Built a 3-Tier AWS Architecture With Terraform — Here's What Actually Tripped Me Up

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6 min read
Per-PR ephemeral email inboxes for E2E tests in GitHub Actions

Per-PR ephemeral email inboxes for E2E tests in GitHub Actions

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3 min read
Stop using Postfix for transactional email

Stop using Postfix for transactional email

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3 min read
From Gmail OAuth hell to one-line agent identity

From Gmail OAuth hell to one-line agent identity

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4 min read
I Built a Production Platform
 Just to Write a Blog

I Built a Production Platform
 Just to Write a Blog

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3 min read
Send email from any Linux server in 60 seconds — no SMTP config

Send email from any Linux server in 60 seconds — no SMTP config

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3 min read
Beyond the Hype: The 2026 Systems Engineering Realignment (and what it means for your stack)

Beyond the Hype: The 2026 Systems Engineering Realignment (and what it means for your stack)

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2 min read
Building Multi-Tenant SaaS with Rails 8, Caddy, and Kamal

Building Multi-Tenant SaaS with Rails 8, Caddy, and Kamal

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1 min read
Managing Terraform State: Best Practices for DevOps

Managing Terraform State: Best Practices for DevOps

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5 min read
I built an uptime monitor after Freshping shut down — here's what I learned

I built an uptime monitor after Freshping shut down — here's what I learned

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4 min read
Node.js Caching in Production: Redis, In-Memory, and CDN Edge

Node.js Caching in Production: Redis, In-Memory, and CDN Edge

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8 min read
🐳 I Built a Container Dashboard for Your AI Coding Agent — And It's Awesome

🐳 I Built a Container Dashboard for Your AI Coding Agent — And It's Awesome

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5 min read
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