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From dataset to deployment: An end-to-end QA checklist for data scientists
Cover image for From dataset to deployment: An end-to-end QA checklist for data scientists

From dataset to deployment: An end-to-end QA checklist for data scientists

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13 min read
My First Steps in a Tough World (SRE/DevOps)

My First Steps in a Tough World (SRE/DevOps)

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2 min read
Building OmniSave: A Lightweight Social Media Utility Hub for 2026 🚀

Building OmniSave: A Lightweight Social Media Utility Hub for 2026 🚀

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1 min read
Strangler Fig on IBM Kubernetes: Modernizing a Monolith Without Breaking Production

Strangler Fig on IBM Kubernetes: Modernizing a Monolith Without Breaking Production

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5 min read
SQLite is All You Need: The "One-Person Stack" for 2026

SQLite is All You Need: The "One-Person Stack" for 2026

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3 min read
DevOps Monitoring & Alerting — Real-World Lab (Prometheus + Grafana)

DevOps Monitoring & Alerting — Real-World Lab (Prometheus + Grafana)

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9 min read
How I Run 24/7 Automations for FREE Using GitHub Actions (No Servers Needed)

How I Run 24/7 Automations for FREE Using GitHub Actions (No Servers Needed)

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2 min read
Using a Docker Sandbox for a Coding Agent

Using a Docker Sandbox for a Coding Agent

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2 min read
Building AI-Powered Applications: Lessons from the Trenches

Building AI-Powered Applications: Lessons from the Trenches

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4 min read
Skip the Cloud, Not the Control: Running AI Models Locally with Docker Model Runner

Skip the Cloud, Not the Control: Running AI Models Locally with Docker Model Runner

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3 min read
Authenticating GitHub Actions to AWS using IAM Roles

Authenticating GitHub Actions to AWS using IAM Roles

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3 min read
Claude Code Club | Issue #1

Claude Code Club | Issue #1

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3 min read
Running Claude Code with Docker

Running Claude Code with Docker

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2 min read
How to Build a Real-Time Taiwan Stock Scraper in 50 Lines of Python

How to Build a Real-Time Taiwan Stock Scraper in 50 Lines of Python

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2 min read
How I Built an Automated Operational Analytics Pipeline from a Queue Management System

How I Built an Automated Operational Analytics Pipeline from a Queue Management System

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4 min read
Insurance Domain Agentic Mesh in Java: From Underwriting Rules to Claims Automation

Insurance Domain Agentic Mesh in Java: From Underwriting Rules to Claims Automation

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18 min read
The Eyes Have It: Closing the Agentic Design Loop

The Eyes Have It: Closing the Agentic Design Loop

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5 min read
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Untitled

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4 min read
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