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# automation

Automating development, deployment, and operational tasks.

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The first few days felt smooth. Then reality hit. Here's what broke, what's still broken, and what I'm doing about it.

The first few days felt smooth. Then reality hit. Here's what broke, what's still broken, and what I'm doing about it.

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3 min read
What I learned building an AI voice agent stack solo (Vapi + n8n, 2 months in)

What I learned building an AI voice agent stack solo (Vapi + n8n, 2 months in)

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3 min read
How API Testing Levelled Up My QA Career (And Why Most Engineers Skip It)

How API Testing Levelled Up My QA Career (And Why Most Engineers Skip It)

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7 min read
AI Agents Level Up Workflows: Terraform MCP, WebMCP, Pinecone Integrations

AI Agents Level Up Workflows: Terraform MCP, WebMCP, Pinecone Integrations

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4 min read
Building a Universal Container System (So I Never Have to Write Another Dockerfile)

Building a Universal Container System (So I Never Have to Write Another Dockerfile)

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24 min read
Ota v1.6.20 Now Available

Ota v1.6.20 Now Available

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5 min read
Monitor a Support Inbox and Open Tickets Automatically

Monitor a Support Inbox and Open Tickets Automatically

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5 min read
E-Commerce Order Support With an Agent Mailbox

E-Commerce Order Support With an Agent Mailbox

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5 min read
How to Build a Free Omnichannel PIM System with Google Workspace and Magento 2

How to Build a Free Omnichannel PIM System with Google Workspace and Magento 2

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3 min read
A Docker Builder Recipe for Cypress & Playwright in CI

A Docker Builder Recipe for Cypress & Playwright in CI

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5 min read
Playwright MCP: cómo dar navegador a un agente de IA sin convertir tus tests en una caja negra

Playwright MCP: cómo dar navegador a un agente de IA sin convertir tus tests en una caja negra

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9 min read
Building a Polymarket BTC 5-Minute Trading Engine: My Full Journey from Manual Observation to Automated Strategy Execution

Building a Polymarket BTC 5-Minute Trading Engine: My Full Journey from Manual Observation to Automated Strategy Execution

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2 min read
I Built an AI Agent That Writes and Posts Articles For Me — Here's What Happened

I Built an AI Agent That Writes and Posts Articles For Me — Here's What Happened

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3 min read
Meeting Follow-Ups Without a Human in the Loop

Meeting Follow-Ups Without a Human in the Loop

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5 min read
Auto-Route Invoices With Inbound Email Rules

Auto-Route Invoices With Inbound Email Rules

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5 min read
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