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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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Why your AI agent keeps hallucinating (and how data testing fixes it)

Why your AI agent keeps hallucinating (and how data testing fixes it)

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4 min read
How I Built a Developer Tools Website and What I Learned About Modern Web Development

How I Built a Developer Tools Website and What I Learned About Modern Web Development

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2 min read
Healthy systems are not the same as resilient systems

Healthy systems are not the same as resilient systems

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1 min read
What is Infrastructure as Code and Why It’s Transforming DevOps

What is Infrastructure as Code and Why It’s Transforming DevOps

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2 min read
Database Migration Strategies That Actually Work in Production

Database Migration Strategies That Actually Work in Production

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4 min read
Goodbye Nginx and Redis: Building a Zero-Service Monolith in Rails 8

Goodbye Nginx and Redis: Building a Zero-Service Monolith in Rails 8

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3 min read
Inference Arbitrage: How I Route 200+ Daily LLM Calls Across Five Models

Inference Arbitrage: How I Route 200+ Daily LLM Calls Across Five Models

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10 min read
Database Migration Strategies That Actually Work in Production

Database Migration Strategies That Actually Work in Production

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4 min read
AI Won't Speed Up Your Processes (And That's OK)

AI Won't Speed Up Your Processes (And That's OK)

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4 min read
Building a Production-Grade Remote Observability Platform with LGTM Stack, DORA Metrics & SLOs

Building a Production-Grade Remote Observability Platform with LGTM Stack, DORA Metrics & SLOs

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7 min read
PHP End-of-Life Dates - Official EOL Schedule for Every Version

PHP End-of-Life Dates - Official EOL Schedule for Every Version

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4 min read
I Cut My LLM API Bill by 73% — Here's the Exact Optimization Playbook

I Cut My LLM API Bill by 73% — Here's the Exact Optimization Playbook

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5 min read
Kubernetes Tools

Kubernetes Tools

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3 min read
Capture the Reasoning Path, Not the Final State

Capture the Reasoning Path, Not the Final State

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6 min read
Your OTel Traces Are Lying to You Observability for the Reasoning Layer

Your OTel Traces Are Lying to You Observability for the Reasoning Layer

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5 min read
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