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# automation

Automating development, deployment, and operational tasks.

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SwiftDeploy: Building a Manifest-Driven Stack

SwiftDeploy: Building a Manifest-Driven Stack

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4 min read
Building an IoT Animal Tracking System: From GPS Collars to Real-Time Livestock Insights

Building an IoT Animal Tracking System: From GPS Collars to Real-Time Livestock Insights

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5 min read
Building a Skills Updater Pipeline for AI Platforms

Building a Skills Updater Pipeline for AI Platforms

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2 min read
What Is Multica AI? A Complete AI Workflow Platform for Modern Teams

What Is Multica AI? A Complete AI Workflow Platform for Modern Teams

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3 min read
My Auto-Update Killed the Agent It Was Supposed to Upgrade

My Auto-Update Killed the Agent It Was Supposed to Upgrade

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3 min read
SwiftDeploy: Building a Self-Configuring DevOps Engine with Observability, Policy Enforcement & Auditing

SwiftDeploy: Building a Self-Configuring DevOps Engine with Observability, Policy Enforcement & Auditing

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3 min read
Manifest-First Indie Dev: Why I Replaced All My INDEX.md Files with YAML Frontmatter

Manifest-First Indie Dev: Why I Replaced All My INDEX.md Files with YAML Frontmatter

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4 min read
Visual regression testing: the missing piece in your testing stack

Visual regression testing: the missing piece in your testing stack

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7 min read
Why Reddit, IndieHackers, and Twitter Lexical Editors Block Programmatic Input

Why Reddit, IndieHackers, and Twitter Lexical Editors Block Programmatic Input

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4 min read
🚀 ansible install nginx ubuntu — common mistakes and how to fix them

🚀 ansible install nginx ubuntu — common mistakes and how to fix them

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6 min read
I built a cold email AI agent for freelance devs in 8 hours — here's what I learned

I built a cold email AI agent for freelance devs in 8 hours — here's what I learned

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5 min read
Loop-Watchdog

Loop-Watchdog

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1 min read
Eradicating Operational Drag: Architecting a Resilient Data Ingestion Pipeline

Eradicating Operational Drag: Architecting a Resilient Data Ingestion Pipeline

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5 min read
Generative Simulation Benchmarking for deep-sea exploration habitat design during mission-critical recovery windows

Generative Simulation Benchmarking for deep-sea exploration habitat design during mission-critical recovery windows

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6 min read
I Shipped 5 Gumroad SKUs in 24 Hours via Browser Automation. Here is What Worked.

I Shipped 5 Gumroad SKUs in 24 Hours via Browser Automation. Here is What Worked.

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4 min read
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