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# automation

Automating development, deployment, and operational tasks.

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Probabilistic Graph Neural Inference for autonomous urban air mobility routing for low-power autonomous deployments

Probabilistic Graph Neural Inference for autonomous urban air mobility routing for low-power autonomous deployments

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9 min read
I Automated 5 Websites with Playwright — Here Are 7 Things That Broke

I Automated 5 Websites with Playwright — Here Are 7 Things That Broke

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4 min read
Automatic Programming: Iteration 4

Automatic Programming: Iteration 4

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6 min read
Papio Framework Generator

Papio Framework Generator

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2 min read
Fine-Tuned Small Models Beat RAG: The 2026 Economics

Fine-Tuned Small Models Beat RAG: The 2026 Economics

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7 min read
Stop Using Cron: Why Systemd Timers are the Modern Choice for Linux Automation 🐧

Stop Using Cron: Why Systemd Timers are the Modern Choice for Linux Automation 🐧

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2 min read
The #1 Problem With Playwright Automation (And How I Fixed It)

The #1 Problem With Playwright Automation (And How I Fixed It)

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3 min read
Testing Antrieb: Deploying MongoDB with Authentication for a Flask + React App

Testing Antrieb: Deploying MongoDB with Authentication for a Flask + React App

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2 min read
7 Years of Experience, 0% Conversion: A Reality Check on the 2026 Job Market

7 Years of Experience, 0% Conversion: A Reality Check on the 2026 Job Market

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3 min read
Keep Your Eyes on the IDE, and Your Robots on the Tickets

Keep Your Eyes on the IDE, and Your Robots on the Tickets

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9 min read
I Ported OpenAI's Symphony to Claude Code: A Complete Build Diary

I Ported OpenAI's Symphony to Claude Code: A Complete Build Diary

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9 min read
I Built a Tool That Lets You Solve CAPTCHAs Once and Automate Forever

I Built a Tool That Lets You Solve CAPTCHAs Once and Automate Forever

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4 min read
What My OpenClaw Bot Taught Itself to Be Better

What My OpenClaw Bot Taught Itself to Be Better

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8 min read
Cleaning Up Workflow Logic with GitHub Actions' New case Function

Cleaning Up Workflow Logic with GitHub Actions' New case Function

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3 min read
We used Patrick to make Patrick. No this is not another LLM story.

We used Patrick to make Patrick. No this is not another LLM story.

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6 min read
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