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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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IPTV Systems Architecture: The Brutal Realities of Scaling

IPTV Systems Architecture: The Brutal Realities of Scaling

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5 min read
How I Stopped Manually Setting Up Virtual Machines

How I Stopped Manually Setting Up Virtual Machines

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8 min read
Agent Labs Are the Infrastructure Pattern Agents Actually Need

Agent Labs Are the Infrastructure Pattern Agents Actually Need

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3 min read
From Localhost to Cloud: Architecting EquiDex, an AI Bias Detection Platform

From Localhost to Cloud: Architecting EquiDex, an AI Bias Detection Platform

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4 min read
Vertex AI Pipelines + Cloud Build: CI/CD for ML on GCP with Terraform 🔁

Vertex AI Pipelines + Cloud Build: CI/CD for ML on GCP with Terraform 🔁

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5 min read
Heka-Insights-Agent: Milestone M3-4: Fail-Fast Exporter Validation at Startup

Heka-Insights-Agent: Milestone M3-4: Fail-Fast Exporter Validation at Startup

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3 min read
The Cheapest Way to Self-Host Beszel in 2026

The Cheapest Way to Self-Host Beszel in 2026

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4 min read
pyproject.toml: Modern Python Dependency Management

pyproject.toml: Modern Python Dependency Management

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2 min read
Cloud Run private networking without a VPC Connector

Cloud Run private networking without a VPC Connector

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6 min read
How DevOps Helped Us Cut Costs Without Cutting Corners

How DevOps Helped Us Cut Costs Without Cutting Corners

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3 min read
Building an AI API Gateway with One-API: A Practical Guide

Building an AI API Gateway with One-API: A Practical Guide

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2 min read
Cost-Effective Observability: The 80/20 Stack for Startups

Cost-Effective Observability: The 80/20 Stack for Startups

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3 min read
OpenTelemetry custom spans in .NET: seeing what your code decided

OpenTelemetry custom spans in .NET: seeing what your code decided

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13 min read
What is CI/CD? Explained Like You're 5 (And You Build Sandcastles)

What is CI/CD? Explained Like You're 5 (And You Build Sandcastles)

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1 min read
Zero-Config Test Runner: JWT Auto-Gen and No Setup Docs

Zero-Config Test Runner: JWT Auto-Gen and No Setup Docs

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2 min read
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