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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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Surviving Node.js Clusters: Graceful Teardowns, Windows Quirks, and Black-Box Testing

Surviving Node.js Clusters: Graceful Teardowns, Windows Quirks, and Black-Box Testing

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8 min read
The 12-Factor App in 2025: What Still Applies and What's Changed

The 12-Factor App in 2025: What Still Applies and What's Changed

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3 min read
How to Monitor Background Jobs in Production (and Stop Losing Data)

How to Monitor Background Jobs in Production (and Stop Losing Data)

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7 min read
PgBouncer: Database Connection Pooling That Actually Scales

PgBouncer: Database Connection Pooling That Actually Scales

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2 min read
Microservices Communication: REST, gRPC, and Message Queues

Microservices Communication: REST, gRPC, and Message Queues

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3 min read
Deploying Node.js Apps: Comparing Railway, Render, and Fly.io

Deploying Node.js Apps: Comparing Railway, Render, and Fly.io

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3 min read
Python Pytest Architecture: Fixtures, Mocking & Property Testing (2026)

Python Pytest Architecture: Fixtures, Mocking & Property Testing (2026)

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6 min read
OpenTelemetry for Node.js: Distributed Tracing Without Vendor Lock-in

OpenTelemetry for Node.js: Distributed Tracing Without Vendor Lock-in

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3 min read
CI/CD Pipeline Design: From Push to Production in Under 10 Minutes

CI/CD Pipeline Design: From Push to Production in Under 10 Minutes

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3 min read
Error Monitoring in Production: Beyond console.log

Error Monitoring in Production: Beyond console.log

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3 min read
Feature Branching vs Trunk-Based Development: A Data-Driven Comparison

Feature Branching vs Trunk-Based Development: A Data-Driven Comparison

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3 min read
You don’t get hacked by one bad pod. You get hacked by the path between them.

You don’t get hacked by one bad pod. You get hacked by the path between them.

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1 min read
Complete Shell Scripting Tutorial for DevOps Automation

Complete Shell Scripting Tutorial for DevOps Automation

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4 min read
How I Solved the IP-Bound Cookie Problem in My Web Scraper With a Self-Hosted Proxy

How I Solved the IP-Bound Cookie Problem in My Web Scraper With a Self-Hosted Proxy

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4 min read
What Happens When You Score 1,315 AI Agent Outputs for Quality

What Happens When You Score 1,315 AI Agent Outputs for Quality

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3 min read
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