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#automation

Automating development, deployment, and operational tasks.

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A Diff Autopsy Sheet for Free-Model Changes: Flag Deletions, Churn, and Repo Shape Before Review

A Diff Autopsy Sheet for Free-Model Changes: Flag Deletions, Churn, and Repo Shape Before Review

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5 min read
The silent zero: the worst bug your monitoring system can have

The silent zero: the worst bug your monitoring system can have

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3 min read
When I Narrowed My Human Inputs Down to Just Todoist and Discord, the System Started Running Itself

When I Narrowed My Human Inputs Down to Just Todoist and Discord, the System Started Running Itself

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16 min read
Build a Self-Running Newsletter That Earns $500/Month Using AI Agents

Build a Self-Running Newsletter That Earns $500/Month Using AI Agents

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3 min read
Zero GPU Cost and 4-Minute Daily Runs — Making Real Rain Fall on a Still Image with ffmpeg displace

Zero GPU Cost and 4-Minute Daily Runs — Making Real Rain Fall on a Still Image with ffmpeg displace

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24 min read
I built an AI agent that answers my villa booking emails — Gemini + Google ADK

I built an AI agent that answers my villa booking emails — Gemini + Google ADK

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3 min read
Regex Against a PDF: The One Endpoint That Skips OCR Entirely

Regex Against a PDF: The One Endpoint That Skips OCR Entirely

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6 min read
I Stopped Running tsc on Every Edit — Batching a Whole Claude Code Session Into One Run

I Stopped Running tsc on Every Edit — Batching a Whole Claude Code Session Into One Run

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23 min read
OpenAI Expands ChatGPT Ads With CPC Bidding and Contextual Targeting

OpenAI Expands ChatGPT Ads With CPC Bidding and Contextual Targeting

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5 min read
n8n Telegram Bot: Build One That Sends and Receives Messages (2026)

n8n Telegram Bot: Build One That Sends and Receives Messages (2026)

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10 min read
I built a simple tool to automate Linux system updates across different package managers

I built a simple tool to automate Linux system updates across different package managers

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1 min read
Dry-Run AI-Generated Shell Commands in a No-Network Sandbox Before They Touch a Real Host

Dry-Run AI-Generated Shell Commands in a No-Network Sandbox Before They Touch a Real Host

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5 min read
Two Weeks of Silent Failure: Idempotent Scheduling and Self-Healing for a launchd + Claude Code Pipeline

Two Weeks of Silent Failure: Idempotent Scheduling and Self-Healing for a launchd + Claude Code Pipeline

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28 min read
My gate approved 182 bytes. The recipient got 251.

My gate approved 182 bytes. The recipient got 251.

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3 min read
I Run 85 Docker Containers as a Solo Founder. Here's the Bash That Keeps It Alive.

I Run 85 Docker Containers as a Solo Founder. Here's the Bash That Keeps It Alive.

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5 min read
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