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# automation

Automating development, deployment, and operational tasks.

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Detect, Collect, Isolate: Automated EC2 Malware Response with GuardDuty

Detect, Collect, Isolate: Automated EC2 Malware Response with GuardDuty

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15 min read
How Do You Actually Integrate Jira and CI/CD Into a Real Web Application?

How Do You Actually Integrate Jira and CI/CD Into a Real Web Application?

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3 min read
Delivering Quality Software at Breakneck Speed

Delivering Quality Software at Breakneck Speed

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4 min read
Running a second AI agent on a €4/month VPS — setup, what broke, and why

Running a second AI agent on a €4/month VPS — setup, what broke, and why

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2 min read
Building MCP Servers for Scientific Instruments

Building MCP Servers for Scientific Instruments

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5 min read
The Real P&L of Running 5 Companies with 23 AI Agents (6-Month Report)

The Real P&L of Running 5 Companies with 23 AI Agents (6-Month Report)

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4 min read
Deployment Made me Realize why TTD is a thing....

Deployment Made me Realize why TTD is a thing....

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1 min read
I Built an AI That Reads Your Screen and Auto-Fills Forms — Here's How

I Built an AI That Reads Your Screen and Auto-Fills Forms — Here's How

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3 min read
Automate Web Scraping in n8n with AlterLab API

Automate Web Scraping in n8n with AlterLab API

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7 min read
How to Automate Code Reviews with AI GitHub Actions

How to Automate Code Reviews with AI GitHub Actions

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3 min read
Probabilistic Graph Neural Inference for coastal climate resilience planning for extreme data sparsity scenarios

Probabilistic Graph Neural Inference for coastal climate resilience planning for extreme data sparsity scenarios

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8 min read
I got tired of PRs that just said "fix" — so I built a GitHub App that writes the description for you

I got tired of PRs that just said "fix" — so I built a GitHub App that writes the description for you

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3 min read
Generative Simulation Benchmarking for autonomous urban air mobility routing for low-power autonomous deployments

Generative Simulation Benchmarking for autonomous urban air mobility routing for low-power autonomous deployments

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9 min read
Never Miss TLS Expiry Again on Linux: OpenSSL Checks + systemd Timer + Actionable Alerts

Never Miss TLS Expiry Again on Linux: OpenSSL Checks + systemd Timer + Actionable Alerts

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4 min read
Implementing a Simple Trading Bot Framework in Python

Implementing a Simple Trading Bot Framework in Python

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3 min read
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