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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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Deploying Flask on AWS Lambda Without Losing Your Mind: A Setup-to-Production Guide

Deploying Flask on AWS Lambda Without Losing Your Mind: A Setup-to-Production Guide

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24 min read
When GitHub Actions Goes Silent: The Pending-Forever Bug I Hit Shipping My MCP Server to npm

When GitHub Actions Goes Silent: The Pending-Forever Bug I Hit Shipping My MCP Server to npm

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5 min read
From Local Scripts to Cloud Servers: Demystifying Docker for DataOps

From Local Scripts to Cloud Servers: Demystifying Docker for DataOps

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4 min read
Sending stdin into a container using nothing but kernel primitives

Sending stdin into a container using nothing but kernel primitives

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7 min read
End-to-End CI/CD Pipeline with Quality Checks, Security Scans & Kubernetes Deployment

End-to-End CI/CD Pipeline with Quality Checks, Security Scans & Kubernetes Deployment

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1 min read
Malware in PyTorch Lightning: I Simulated the Same Supply Chain Attack Vector on My ML Dependencies in Production

Malware in PyTorch Lightning: I Simulated the Same Supply Chain Attack Vector on My ML Dependencies in Production

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9 min read
We were spending ~$5K/month on AI compute… so I stopped choosing GPUs

We were spending ~$5K/month on AI compute… so I stopped choosing GPUs

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2 min read
Why InfluxDB Is the Go-To Database for Time-Series Data (With Real Examples)

Why InfluxDB Is the Go-To Database for Time-Series Data (With Real Examples)

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5 min read
How to Start Your Google Cloud from the Right Foot

How to Start Your Google Cloud from the Right Foot

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5 min read
How to Secure Voice and Biometric Data in Your AI Training Pipeline

How to Secure Voice and Biometric Data in Your AI Training Pipeline

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5 min read
How I Built a Real Time DDoS Detection Engine from Scratch

How I Built a Real Time DDoS Detection Engine from Scratch

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9 min read
Cloudflare R2 vs S3: Storage Costs for VPS Hosting

Cloudflare R2 vs S3: Storage Costs for VPS Hosting

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4 min read
From Monolith to Modular: A Strangler Migration Playbook

From Monolith to Modular: A Strangler Migration Playbook

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7 min read
Feature Flags as a Reliability Tool, Not Just an A/B Platform

Feature Flags as a Reliability Tool, Not Just an A/B Platform

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3 min read
Building CoralTeams: An AI-Powered Operational Intelligence Platform with Coral

Building CoralTeams: An AI-Powered Operational Intelligence Platform with Coral

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5 min read
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