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# automation

Automating development, deployment, and operational tasks.

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Claude Workflows & Opus 4.7 Drive AI Code Generation; Python Observability Boosts Deployment

Claude Workflows & Opus 4.7 Drive AI Code Generation; Python Observability Boosts Deployment

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4 min read
Building AgentOS: Why I’m Building the AWS Lambda for Insurance Claims

Building AgentOS: Why I’m Building the AWS Lambda for Insurance Claims

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1 min read
Marketing Started Making Sense When I Stopped Seeing It as Content and Started Seeing It as Infrastructure

Marketing Started Making Sense When I Stopped Seeing It as Content and Started Seeing It as Infrastructure

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3 min read
I built the same MVP twice. The autonomous agent wrote 4.6x more tests — none caught two stubbed core methods.

I built the same MVP twice. The autonomous agent wrote 4.6x more tests — none caught two stubbed core methods.

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7 min read
I Built a Job Application Bot With Python, FastAPI, and GPT-4 — Here's the Architecture

I Built a Job Application Bot With Python, FastAPI, and GPT-4 — Here's the Architecture

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2 min read
Building an Automated KDP Pipeline: How I Engineered a Passive Income Stream with GPT-4 and n8n

Building an Automated KDP Pipeline: How I Engineered a Passive Income Stream with GPT-4 and n8n

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3 min read
5 Automation Workflows Every Developer Should Set Up (and Which Platform to Use for Each)

5 Automation Workflows Every Developer Should Set Up (and Which Platform to Use for Each)

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4 min read
Why n8n's Real JavaScript Support Makes Automation Workflows Truly Customizable

Why n8n's Real JavaScript Support Makes Automation Workflows Truly Customizable

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2 min read
Capture Webpages and Auto‑Insert Them into PowerPoint Instantly on Windows

Capture Webpages and Auto‑Insert Them into PowerPoint Instantly on Windows

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2 min read
Building a Scalable Web Application on AWS with EC2, ALB, and Auto Scaling using Terraform

Building a Scalable Web Application on AWS with EC2, ALB, and Auto Scaling using Terraform

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3 min read
What I Learned Building a 402-Powered API for Agent Workflows

What I Learned Building a 402-Powered API for Agent Workflows

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5 min read
ARC-Neuron LLMBuilder and the Future Economics of Real AI

ARC-Neuron LLMBuilder and the Future Economics of Real AI

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11 min read
90 pages with broken Rich Results. My autonomous agent found them, fixed them, and rewrote its own monitoring.

90 pages with broken Rich Results. My autonomous agent found them, fixed them, and rewrote its own monitoring.

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5 min read
Email sending and Intent tracking. Built my own Waitlist service.

Email sending and Intent tracking. Built my own Waitlist service.

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1 min read
Filling Forms No Tool Can Template

Filling Forms No Tool Can Template

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4 min read
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