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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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Your LLM CI/CD Tests Aren't Enough — Here's the Gap

Your LLM CI/CD Tests Aren't Enough — Here's the Gap

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3 min read
How I Run 8 Services on 1 VPS with Auto SSL (And Why Caddy > nginx)

How I Run 8 Services on 1 VPS with Auto SSL (And Why Caddy > nginx)

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5 min read
Kubernetes Ingress to Gateway API Migration: How to Move Without Breaking Production

Kubernetes Ingress to Gateway API Migration: How to Move Without Breaking Production

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5 min read
How to Evaluate an MCP Server Before You Connect It to Your Agents

How to Evaluate an MCP Server Before You Connect It to Your Agents

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10 min read
Two kinds of AI testing shipped this month. They solve completely different problems.

Two kinds of AI testing shipped this month. They solve completely different problems.

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5 min read
DevSecOps: The Complete Category-Wise Toolchain Guide

DevSecOps: The Complete Category-Wise Toolchain Guide

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9 min read
7 Things That Silently Break Claude Agents in Production

7 Things That Silently Break Claude Agents in Production

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3 min read
Running AI Models Locally: Ollama, LM Studio, and When it Makes Sense

Running AI Models Locally: Ollama, LM Studio, and When it Makes Sense

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4 min read
Part 6: CI/CD Pipeline

Part 6: CI/CD Pipeline

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7 min read
Technical Tutorial

Technical Tutorial

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2 min read
Tabby vs Continue: Self-Hosted Code AI Compared

Tabby vs Continue: Self-Hosted Code AI Compared

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4 min read
Technical Tutorial

Technical Tutorial

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2 min read
Temporal vs Airflow: Which Should You Self-Host?

Temporal vs Airflow: Which Should You Self-Host?

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5 min read
30 Cybersecurity Statistics You Must Know in 2026

30 Cybersecurity Statistics You Must Know in 2026

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9 min read
Stop Treating IPv4 as Technical Debt – Here's What the 2026 Data Actually Shows

Stop Treating IPv4 as Technical Debt – Here's What the 2026 Data Actually Shows

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6 min read
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