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# automation

Automating development, deployment, and operational tasks.

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Master Library + Client Forks: A Deployment Pattern for Multi-Client AI Skills

Master Library + Client Forks: A Deployment Pattern for Multi-Client AI Skills

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4 min read
MCP vs REST API for AI Agent Email: When to Use Each

MCP vs REST API for AI Agent Email: When to Use Each

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5 min read
Adaptive Process Orchestration Has a Governance Gap. Here's What That Means for Enterprise Adoption.

Adaptive Process Orchestration Has a Governance Gap. Here's What That Means for Enterprise Adoption.

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8 min read
ATC-XML-Reports automatisiert auswerten — Was die Praxis aus 50.000 Zeilen Custom-Code-Analyse zeigt

ATC-XML-Reports automatisiert auswerten — Was die Praxis aus 50.000 Zeilen Custom-Code-Analyse zeigt

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3 min read
I Built a Simple AI Text Summarizer in Python

I Built a Simple AI Text Summarizer in Python

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2 min read
n8n + Claude API: Complete Automation Guide (2026)

n8n + Claude API: Complete Automation Guide (2026)

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2 min read
Smart Branch Naming for GitKraken (and Any Git Workflow)

Smart Branch Naming for GitKraken (and Any Git Workflow)

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2 min read
You’re probably paying twice for the same LLM response

You’re probably paying twice for the same LLM response

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3 min read
Windows AppData Junction Migrator: Free Up Your C Drive Without Breaking Apps

Windows AppData Junction Migrator: Free Up Your C Drive Without Breaking Apps

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3 min read
SwiftDeploy: Building an Observable, Policy-Driven Deployment Engine with OPA

SwiftDeploy: Building an Observable, Policy-Driven Deployment Engine with OPA

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5 min read
How I Run 3 Automated Systems on a Single $7/Month VPS

How I Run 3 Automated Systems on a Single $7/Month VPS

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5 min read
The Plumbing Beneath the Magic

The Plumbing Beneath the Magic

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9 min read
The Human-in-the-Loop Autonomy Paradox

The Human-in-the-Loop Autonomy Paradox

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4 min read
OCR is back: replacing Tesseract with PP-OCRv5 in my document pipelines

OCR is back: replacing Tesseract with PP-OCRv5 in my document pipelines

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2 min read
IRAS: Building an Autonomous AI Agent for Incident Response

IRAS: Building an Autonomous AI Agent for Incident Response

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3 min read
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