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# automation

Automating development, deployment, and operational tasks.

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Stop Guessing - Automated Unit Tests Tell You How Your Code Behaves

Stop Guessing - Automated Unit Tests Tell You How Your Code Behaves

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11 min read
Code Quality Checks and Deployment with GitHub Actions

Code Quality Checks and Deployment with GitHub Actions

76
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10 min read
A Workflow Engine That Coordinates Work and Makes It Visible

A Workflow Engine That Coordinates Work and Makes It Visible

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3 min read
Why we didn’t use an LLM-first approach for architectural drift detection

Why we didn’t use an LLM-first approach for architectural drift detection

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3 min read
PRODUCTION LAB — Using `user_data` (BEST PRACTICE)

PRODUCTION LAB — Using `user_data` (BEST PRACTICE)

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2 min read
AI Is Already Replacing Jobs — Here's Who Gets Hit First (and Who's Safe)

AI Is Already Replacing Jobs — Here's Who Gets Hit First (and Who's Safe)

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4 min read
I Open-Sourced My AI Cost Optimization Journey: How We Cut $800/day to Under $370/day (Without Sacrificing Output)

I Open-Sourced My AI Cost Optimization Journey: How We Cut $800/day to Under $370/day (Without Sacrificing Output)

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4 min read
Autonomous AI Agents: The Complete Guide to Self-Directed Intelligence

Autonomous AI Agents: The Complete Guide to Self-Directed Intelligence

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7 min read
Terraform Provisioners — Interview Q&A

Terraform Provisioners — Interview Q&A

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3 min read
What's in a flow?

What's in a flow?

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6 min read
Bash Performance: 5 Native Tricks to Cut Execution Time by 80%

Bash Performance: 5 Native Tricks to Cut Execution Time by 80%

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2 min read
Self-Hosting n8n on AWS ECS Fargate with Terraform, Okta OIDC SSO and a Shared ALB + RDS

Self-Hosting n8n on AWS ECS Fargate with Terraform, Okta OIDC SSO and a Shared ALB + RDS

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11 min read
Generative Simulation Benchmarking for precision oncology clinical workflows across multilingual stakeholder groups

Generative Simulation Benchmarking for precision oncology clinical workflows across multilingual stakeholder groups

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9 min read
How to Build a Code Visualizer in Google Apps Script

How to Build a Code Visualizer in Google Apps Script

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1 min read
I Built 8 Paid API Endpoints for AI Agents Using x402 — Here's How

I Built 8 Paid API Endpoints for AI Agents Using x402 — Here's How

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3 min read
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