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# automation

Automating development, deployment, and operational tasks.

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The silent layout bug in AI-generated slides

The silent layout bug in AI-generated slides

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2 min read
Unleashing DevOps with Automated VM Labs: Vagrant + Libvirt + Ansible 🚀

Unleashing DevOps with Automated VM Labs: Vagrant + Libvirt + Ansible 🚀

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7 min read
Automation Without Accountability Is Structurally Unsafe

Automation Without Accountability Is Structurally Unsafe

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3 min read
When Playwright’s Locator Tool Isn’t Enough

When Playwright’s Locator Tool Isn’t Enough

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2 min read
Custom Logging in Power Automate

Custom Logging in Power Automate

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4 min read
The Truth about Gemini 3: Why Google’s New AI Agents Win in 2026

The Truth about Gemini 3: Why Google’s New AI Agents Win in 2026

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11 min read
I'm Building My Own Coding Agent Harness (And It's Pretty Cool)

I'm Building My Own Coding Agent Harness (And It's Pretty Cool)

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15 min read
Quest 1.0: Refactoring the Agent with the Agent

Quest 1.0: Refactoring the Agent with the Agent

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7 min read
Integrating Playwright with Flask: Resolving the Async Conflict

Integrating Playwright with Flask: Resolving the Async Conflict

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14 min read
Swarm-IOSM: Orchestrating Parallel AI Agents with Quality Gates

Swarm-IOSM: Orchestrating Parallel AI Agents with Quality Gates

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9 min read
Bridging a System-Level systemd Target to the User Instance

Bridging a System-Level systemd Target to the User Instance

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3 min read
Automatic DDNS Updates with No-IP and systemd

Automatic DDNS Updates with No-IP and systemd

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6 min read
Kitwork and My Journey as an Indie Hacker Pursuing Open-Source

Kitwork and My Journey as an Indie Hacker Pursuing Open-Source

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3 min read
The Invoice That Cost $470,000 (Because I Forgot One Word)

The Invoice That Cost $470,000 (Because I Forgot One Word)

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3 min read
Pre-experiment: Floating IP/MAC handoff for an on-demand (Suspend + WoL) access system

Pre-experiment: Floating IP/MAC handoff for an on-demand (Suspend + WoL) access system

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7 min read
Installing Realtek r8168 as a DKMS Module on Rocky Linux (ELRepo `kernel-lt`)

Installing Realtek r8168 as a DKMS Module on Rocky Linux (ELRepo `kernel-lt`)

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4 min read
How I Built an AI-Powered PR Reviewer in 15 Minutes Using Agentform

How I Built an AI-Powered PR Reviewer in 15 Minutes Using Agentform

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6 min read
I Built a Tool to Generate Video Ads with AI

I Built a Tool to Generate Video Ads with AI

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1 min read
Quantitative Practice of DEX Exchanges (4) - Strategy Access Test of WOOFi / EdgeX

Quantitative Practice of DEX Exchanges (4) - Strategy Access Test of WOOFi / EdgeX

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5 min read
How AI Can Take Cross-Domain Projects — and Where Automation Breaks

How AI Can Take Cross-Domain Projects — and Where Automation Breaks

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3 min read
CI/CD Deep Dive: How Jenkins, GitLab, and CircleCI Evolve in 2026

CI/CD Deep Dive: How Jenkins, GitLab, and CircleCI Evolve in 2026

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7 min read
AI Dev Agents 2025: Pick the Right Tool for Your Stack

AI Dev Agents 2025: Pick the Right Tool for Your Stack

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4 min read
The Appointment Scheduler That Booked Everyone for Yesterday

The Appointment Scheduler That Booked Everyone for Yesterday

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4 min read
Playwright Reporting Breaks Down as Your Suite Grows (and How a Test Dashboard Fixes It)

Playwright Reporting Breaks Down as Your Suite Grows (and How a Test Dashboard Fixes It)

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5 min read
When to Choose Playwright Over Cypress: A Guide for SDETs

When to Choose Playwright Over Cypress: A Guide for SDETs

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3 min read
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