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# automation

Automating development, deployment, and operational tasks.

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I built a deployment pipeline that ships code while I sleep — here's what broke first

I built a deployment pipeline that ships code while I sleep — here's what broke first

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5 min read
Designing Post-Submit Form Workflows as a State Machine

Designing Post-Submit Form Workflows as a State Machine

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8 min read
I Gave My AI Agent a Mailbox So Calendar Invites Finally Looked Native

I Gave My AI Agent a Mailbox So Calendar Invites Finally Looked Native

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3 min read
When Your Agent Gets Stuck Asking the Same Question for Five Hours

When Your Agent Gets Stuck Asking the Same Question for Five Hours

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4 min read
I was spending 2 hours a week making thumbnails. Here's the n8n workflow that fixed it.

I was spending 2 hours a week making thumbnails. Here's the n8n workflow that fixed it.

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3 min read
Building DSIE — AI-Powered Disaster Signal Intelligence & Emergency Escalation System with Kestra 🚨

Building DSIE — AI-Powered Disaster Signal Intelligence & Emergency Escalation System with Kestra 🚨

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6 min read
Idempotent Data Reconciliation - Production Patterns That Don't Create Noise

Idempotent Data Reconciliation - Production Patterns That Don't Create Noise

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6 min read
Three Months With Claude Code: What 35 Jobs and 26 Killed Ones Taught Me

Three Months With Claude Code: What 35 Jobs and 26 Killed Ones Taught Me

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4 min read
Shifting to IaC: Writing the 183-Line Central Firewall Engine in Bicep When the Portal Hits a Wall | Day 9 & 10

Shifting to IaC: Writing the 183-Line Central Firewall Engine in Bicep When the Portal Hits a Wall | Day 9 & 10

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6 min read
Giving n8n AI Workflows Fresh Web Data Without Babysitting Scrapers

Giving n8n AI Workflows Fresh Web Data Without Babysitting Scrapers

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5 min read
AI Agents Aren’t Replacing You, But the Dev Who Steers Them Is

AI Agents Aren’t Replacing You, But the Dev Who Steers Them Is

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3 min read
How to Set Up a Free SCADA System in 5 Minutes (No Installation Required)

How to Set Up a Free SCADA System in 5 Minutes (No Installation Required)

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2 min read
7 Free Tools for Data Pipeline Reconciliation and Cross-Source Validation

7 Free Tools for Data Pipeline Reconciliation and Cross-Source Validation

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6 min read
Building a Resilient Solana Trading Bot: Handling Multi-Token Tracking Parallelism and RPC Rate-Limits

Building a Resilient Solana Trading Bot: Handling Multi-Token Tracking Parallelism and RPC Rate-Limits

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4 min read
PCI GPU passthrough

PCI GPU passthrough

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4 min read
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