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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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Digital Signage at Scale: Why Managing Distributed Displays Is an Infrastructure Problem

Digital Signage at Scale: Why Managing Distributed Displays Is an Infrastructure Problem

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9 min read
I Run 46 Microservices on a Single $20 VPS — Here's the Architecture

I Run 46 Microservices on a Single $20 VPS — Here's the Architecture

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5 min read
Kubernetes Objeleri

Kubernetes Objeleri

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2 min read
Scaling AI/ML Workloads: 3 Architecture Lessons from HashiConf 2023

Scaling AI/ML Workloads: 3 Architecture Lessons from HashiConf 2023

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3 min read
Multi-Cloud Strategy for IT Leaders

Multi-Cloud Strategy for IT Leaders

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2 min read
The 48-Hour Infrastructure Overhaul: From Vercel to a Modular Stack

The 48-Hour Infrastructure Overhaul: From Vercel to a Modular Stack

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1 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
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
Preview Mode First: Agent Plans as PRs (Plan Diff + Invariants)

Preview Mode First: Agent Plans as PRs (Plan Diff + Invariants)

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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
The Functional Lockdown: Wikipedia Exposes Our Observability Blind Spot to Security Breaches

The Functional Lockdown: Wikipedia Exposes Our Observability Blind Spot to Security Breaches

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4 min read
The "AI Sandwich" of Future Tech Jobs

The "AI Sandwich" of Future Tech Jobs

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2 min read
Right-Sizing Your DevOps Stack

Right-Sizing Your DevOps Stack

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11 min read
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