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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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Beyond Prompts: How Git Hooks Steer AI Coding Agents in Production

Beyond Prompts: How Git Hooks Steer AI Coding Agents in Production

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6 min read
From GitFlow to Trunk-Based Development: What Modern Teams Actually Use

From GitFlow to Trunk-Based Development: What Modern Teams Actually Use

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2 min read
Multi-Cloud Strategy for IT Leaders

Multi-Cloud Strategy for IT Leaders

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2 min read
Why Manual Test Case Writing Is Slowing Your CI/CD Pipeline

Why Manual Test Case Writing Is Slowing Your CI/CD Pipeline

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8 min read
Why Most Apps Break at 10K Users (And the Architecture Decisions That Cause It)

Why Most Apps Break at 10K Users (And the Architecture Decisions That Cause It)

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6 min read
Cron Builder: Multi-Dialect Cron Expression Builder with Next-Run Preview

Cron Builder: Multi-Dialect Cron Expression Builder with Next-Run Preview

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2 min read
Reverse-Engineering Category Strategy: Analyzing Assortment Mix with Node.js

Reverse-Engineering Category Strategy: Analyzing Assortment Mix with Node.js

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5 min read
Topology-Aware AI Agents for Observability: Automating SLO Breach Root Cause Analysis

Topology-Aware AI Agents for Observability: Automating SLO Breach Root Cause Analysis

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5 min read
Exploratory Testing: A Comprehensive Guide

Exploratory Testing: A Comprehensive Guide

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9 min read
I built a network failure simulator in a single HTML file

I built a network failure simulator in a single HTML file

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1 min read
I thought you couldn't run Vite HMR Laravel on a remote VPS. I was wrong.

I thought you couldn't run Vite HMR Laravel on a remote VPS. I was wrong.

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3 min read
The Asynchronous Deception: How GPT-5.4 Exposes the Blind Spot in Streaming AI Performance

The Asynchronous Deception: How GPT-5.4 Exposes the Blind Spot in Streaming AI Performance

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3 min read
DevOps for Startups, Setting Up CI/CD Without a Full DevOps Team

DevOps for Startups, Setting Up CI/CD Without a Full DevOps Team

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4 min read
Week 2 - The AI Cold Start That Breaks Kubernetes Autoscaling

Week 2 - The AI Cold Start That Breaks Kubernetes Autoscaling

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3 min read
Harness Engineering: The Next Evolution of AI Engineering

Harness Engineering: The Next Evolution of AI Engineering

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7 min read
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