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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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API Outage Response Plan: How to Handle Downtime Like a Pro

API Outage Response Plan: How to Handle Downtime Like a Pro

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6 min read
Data Quality at Scale: Validating JSONL Output with Pydantic

Data Quality at Scale: Validating JSONL Output with Pydantic

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4 min read
Beyond htop: Modern Linux Performance Optimization in 2026

Beyond htop: Modern Linux Performance Optimization in 2026

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2 min read
Secure Terraform CI/CD on AWS with GitHub Actions (OIDC + Remote State)

Secure Terraform CI/CD on AWS with GitHub Actions (OIDC + Remote State)

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4 min read
API Uptime SLA: What 99.9% Really Means for Your Application

API Uptime SLA: What 99.9% Really Means for Your Application

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6 min read
API Status Check vs Downdetector: Which Is Better for Developers?

API Status Check vs Downdetector: Which Is Better for Developers?

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6 min read
CI/CD Deep Dive 2026: Why AI and SLSA Security Change Everything

CI/CD Deep Dive 2026: Why AI and SLSA Security Change Everything

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11 min read
Containers vs Virtual Machines

Containers vs Virtual Machines

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1 min read
Your Traces Look Fine. Your Revenue Isn’t.

Your Traces Look Fine. Your Revenue Isn’t.

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2 min read
Optimizing AI Agent Memory: Tiered Context and Aggressive Compaction

Optimizing AI Agent Memory: Tiered Context and Aggressive Compaction

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6 min read
CI/CD Is Not a Toolchain—It's a Control Plane

CI/CD Is Not a Toolchain—It's a Control Plane

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6 min read
Kubernetes vs Serverless in 2026: The Honest Decision Guide Nobody Gives You

Kubernetes vs Serverless in 2026: The Honest Decision Guide Nobody Gives You

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13 min read
¿Es su arquitectura una bomba de tiempo? El Mapa Secreto para el Éxito en la Nube con AWS

¿Es su arquitectura una bomba de tiempo? El Mapa Secreto para el Éxito en la Nube con AWS

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5 min read
The Fast-Track to Local Intelligence: Optimizing Linux for Llama 4 and SLMs

The Fast-Track to Local Intelligence: Optimizing Linux for Llama 4 and SLMs

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2 min read
Git Operations Simplified 'git pull' VS 'git fetch.'

Git Operations Simplified 'git pull' VS 'git fetch.'

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1 min read
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