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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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Are Execution-First Models Getting Underrated for Agent Workflows?

Are Execution-First Models Getting Underrated for Agent Workflows?

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2 min read
AWS Cost Optimization: Por qué las Tags son tu mejor aliado

AWS Cost Optimization: Por qué las Tags son tu mejor aliado

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3 min read
Docker Compose: Scale Out and Stay Resilient (2026)

Docker Compose: Scale Out and Stay Resilient (2026)

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10 min read
GitHub Just Removed merge_commit_sha From Pull Request Responses — Your Release Bot Is Probably Tagging null

GitHub Just Removed merge_commit_sha From Pull Request Responses — Your Release Bot Is Probably Tagging null

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5 min read
Microservices: A Practical Crash Course for Engineers Who Actually Ship

Microservices: A Practical Crash Course for Engineers Who Actually Ship

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4 min read
Scaling Cloud Proficiency: Building a Production-Ready 3-Tier Architecture with Terraform

Scaling Cloud Proficiency: Building a Production-Ready 3-Tier Architecture with Terraform

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2 min read
Most WebRTC Projects Don't Fail at Scale. They Fail at 300 Users.

Most WebRTC Projects Don't Fail at Scale. They Fail at 300 Users.

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3 min read
Why AI Is Breaking Your API Security Model (And Nobody on Your Team Notices)

Why AI Is Breaking Your API Security Model (And Nobody on Your Team Notices)

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3 min read
How I used Launch Templates to deploy AI workloads elastically across GPU providers and finally avoided vendor lock-in

How I used Launch Templates to deploy AI workloads elastically across GPU providers and finally avoided vendor lock-in

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4 min read
Why binary AI disclosure systems fail (and how to design better ones)

Why binary AI disclosure systems fail (and how to design better ones)

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5 min read
Ansible at Home

Ansible at Home

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3 min read
Stop Rebuilding Images for Every Config Change: Practical `systemd-confext` for Portable `/etc` Overlays

Stop Rebuilding Images for Every Config Change: Practical `systemd-confext` for Portable `/etc` Overlays

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6 min read
SOC 2 Type II readiness is an evidence-velocity problem

SOC 2 Type II readiness is an evidence-velocity problem

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8 min read
Autoscaling in Openshift with Cluster Autoscaler and Machine Autoscaler

Autoscaling in Openshift with Cluster Autoscaler and Machine Autoscaler

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5 min read
AI Code review is broken. Here’s what nobody wants to admit

AI Code review is broken. Here’s what nobody wants to admit

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2 min read
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