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# automation

Automating development, deployment, and operational tasks.

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I launched my first software product — here's what I built and why

I launched my first software product — here's what I built and why

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2 min read
n8n vs Make vs Custom Scripts: When to Use What for AI Workflow Automation

n8n vs Make vs Custom Scripts: When to Use What for AI Workflow Automation

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2 min read
Building Your First n8n Workflow in 30 Minutes: A Hands-On Tutorial

Building Your First n8n Workflow in 30 Minutes: A Hands-On Tutorial

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6 min read
n8n vs Make vs Zapier in 2026 — A Thai SME Field Report

n8n vs Make vs Zapier in 2026 — A Thai SME Field Report

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4 min read
Bash workflows are broken — I built a tool to make them predictable again

Bash workflows are broken — I built a tool to make them predictable again

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3 min read
I Built an AI Code Reviewer That Runs on 240 Repos — And a Cron System That Keeps It Alive

I Built an AI Code Reviewer That Runs on 240 Repos — And a Cron System That Keeps It Alive

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6 min read
awaBerry Version 2: A New Dimension of Device Automation

awaBerry Version 2: A New Dimension of Device Automation

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4 min read
Your Cron Jobs Can't Think. These Can.

Your Cron Jobs Can't Think. These Can.

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6 min read
TAP E2E Verify — Snowflake RBAC Automation Pipeline

TAP E2E Verify — Snowflake RBAC Automation Pipeline

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2 min read
Startup Automation in 2026: The Opportunities, Risks, and Limits of AI-Driven Growth

Startup Automation in 2026: The Opportunities, Risks, and Limits of AI-Driven Growth

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9 min read
Your AI Agent Doesn't Have a Model Problem — It Has an Ops Problem [The 20% Reliability Trap]

Your AI Agent Doesn't Have a Model Problem — It Has an Ops Problem [The 20% Reliability Trap]

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4 min read
The Semantic Airgap: Why "Hinglish" is the Ultimate Zero-Day for Voice Agents

The Semantic Airgap: Why "Hinglish" is the Ultimate Zero-Day for Voice Agents

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3 min read
How we built KittyClaw using KittyClaw — the recursive agent workflow

How we built KittyClaw using KittyClaw — the recursive agent workflow

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5 min read
Project Log #4: The AI Phone Agent Just Completed Its First Full Task

Project Log #4: The AI Phone Agent Just Completed Its First Full Task

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2 min read
Industry 5.0: what changes after Industry 4.0

Industry 5.0: what changes after Industry 4.0

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2 min read
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