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# automation

Automating development, deployment, and operational tasks.

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Why Every Platform Team Shouldn't Build Their AI Standards From Scratch

Why Every Platform Team Shouldn't Build Their AI Standards From Scratch

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7 min read
TaskFlow API vs Traditional Operators in Apache Airflow

TaskFlow API vs Traditional Operators in Apache Airflow

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3 min read
The Real Cost of Silent Data Pipeline Failures

The Real Cost of Silent Data Pipeline Failures

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6 min read
I Got Tired of Spending 3 Hours on Research. So I Built an Agent That Does It in 2 Minutes.

I Got Tired of Spending 3 Hours on Research. So I Built an Agent That Does It in 2 Minutes.

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3 min read
Scraping SAM.gov + USASpending for Federal Contracts (No API Key, in Python)

Scraping SAM.gov + USASpending for Federal Contracts (No API Key, in Python)

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5 min read
Advanced GitHub Actions: Matrix Builds, Reusable Workflows, and Self-Hosted Runners

Advanced GitHub Actions: Matrix Builds, Reusable Workflows, and Self-Hosted Runners

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7 min read
Canopy: Because AI Skills Deserve Better Than Vague Instructions

Canopy: Because AI Skills Deserve Better Than Vague Instructions

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2 min read
AMPscript vs SSJS: Choose the Right Language for SFMC Performance

AMPscript vs SSJS: Choose the Right Language for SFMC Performance

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4 min read
12 AI Instances in Parallel: A 3-Month Retrospective with Real Numbers

12 AI Instances in Parallel: A 3-Month Retrospective with Real Numbers

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2 min read
Bridging the Gap Between Appium and Jira: A Native Approach Using Atlassian Forge

Bridging the Gap Between Appium and Jira: A Native Approach Using Atlassian Forge

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4 min read
Fully Automated Website Day 9: Board Scout: see today's threats before you play

Fully Automated Website Day 9: Board Scout: see today's threats before you play

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4 min read
YATL — API testing in a new way

YATL — API testing in a new way

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4 min read
AI Workflows in n8n: Solving the Context Problem with the Memara Node

AI Workflows in n8n: Solving the Context Problem with the Memara Node

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2 min read
Claude Code Unleashes AI Workflow Routines & Autoresesearch Agents for Production

Claude Code Unleashes AI Workflow Routines & Autoresesearch Agents for Production

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3 min read
Building a Horse Racing AI Pipeline: PostgreSQL + Claude for Automated Race Predictions

Building a Horse Racing AI Pipeline: PostgreSQL + Claude for Automated Race Predictions

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3 min read
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