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# automation

Automating development, deployment, and operational tasks.

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# How I Built an On-Call Agent That Never Forgets a Past Incident

# How I Built an On-Call Agent That Never Forgets a Past Incident

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5 min read
I Built a Utility Brain for Coding Agents

I Built a Utility Brain for Coding Agents

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6 min read
Open Source LLMs in 2026: Can Llama 4 / DeepSeek V3 Replace GPT for Business?

Open Source LLMs in 2026: Can Llama 4 / DeepSeek V3 Replace GPT for Business?

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7 min read
Built a public tender monitor in n8n — PDF extraction + Slack alerts [free template]

Built a public tender monitor in n8n — PDF extraction + Slack alerts [free template]

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1 min read
The Real Cost of Running Autonomous AI Agents (with live data)

The Real Cost of Running Autonomous AI Agents (with live data)

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4 min read
How I Migrated 6 Skills From Manus AI to a OpenClaw VPS

How I Migrated 6 Skills From Manus AI to a OpenClaw VPS

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4 min read
Claude Haiku vs GPT-4o Mini for Automation Pipelines

Claude Haiku vs GPT-4o Mini for Automation Pipelines

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6 min read
Scaling worker nodes in openshift with machine-api

Scaling worker nodes in openshift with machine-api

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4 min read
How I Built a Keyword-to-Blog-Post Pipeline in Python (Under 50 Lines)

How I Built a Keyword-to-Blog-Post Pipeline in Python (Under 50 Lines)

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5 min read
Automate PowerPoint Reports from Excel with Python

Automate PowerPoint Reports from Excel with Python

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2 min read
Bridging the Gap: Automating Engineering Workflows with Zapier and Slack

Bridging the Gap: Automating Engineering Workflows with Zapier and Slack

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3 min read
How to Process Video in Make.com with FFmpeg (No Module Required)

How to Process Video in Make.com with FFmpeg (No Module Required)

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4 min read
I Replaced 47 DevOps Scripts With One AI Agent — Here’s What Happened

I Replaced 47 DevOps Scripts With One AI Agent — Here’s What Happened

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8 min read
Mistake 9/14: Stop Relying on Staging Data for Edge Case Testing

Mistake 9/14: Stop Relying on Staging Data for Edge Case Testing

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2 min read
Why I Replaced Zapier With n8n (And What I Wish I'd Known Before)

Why I Replaced Zapier With n8n (And What I Wish I'd Known Before)

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4 min read
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