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For builders who ship with AI

Automate
the work
that matters.

Practical guides, tooling, and a skills directory for teams running AI agents in production. No tutorials about prompting. No hype. Just what works.

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Deep Dive · 14 min read
AI Agents in Production: Patterns That Work
Most agent content focuses on what goes wrong. This article covers what works: the patterns, governance, and practices behind agents that run reliably in production.
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7,530+
Skills Indexed
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Curated Sources
6
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Latest
13 components. 5 profiles. One system.
How We Built a 13-Component Library That Structures Every Article on This Site
A codified component library with placement rules, justification tests, and content profiles governs every article on AutomationSwitch. Here is the full system and how to build your own.
Deep Dive·Apr 2026·12 min
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Deep Dive
Practical analysis for teams building with AI and automation.
Deep Dive
AI Agents in Production: Patterns That Work
Most agent content focuses on what goes wrong. This article covers what works: the patterns, governance, and practices behind agents that run reliably in production.
Apr 2026·14 min
The label faded. The architecture won.
Is Hyperautomation Dead? How Agentic AI Absorbed the Promise RPA Couldn't Deliver
Hyperautomation peaked with RPA as its public face. Agentic AI absorbed the capability. The category label faded; the multi-tool orchestration principle accelerated.
Apr 2026·10 min
New: Skills Hub
The SKILL.md Directory

The index the agent ecosystem has been missing. Browse, filter, and copy SKILL.md files by domain, platform, and use case. Built with Firecrawl. Growing weekly.

Browse the Directory →
7,530+
Skills Indexed
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Live
PrecisionReach
AI-powered cold email intelligence. Research an industry, surface stakeholder pain points, and generate high-converting email sequences automatically.
Beta
SEARCH CONSOLE COPILOT
Connect Google Search Console, run indexing audits, and execute read-only agent actions for prioritised SEO fixes.
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PLATFORM SELECTOR
Find your ideal automation platform in 60 seconds. Compare Zapier, Make, n8n, Power Automate, and Activepieces side by side.
Live
ROI CALCULATOR
See what automation actually saves you. Calculate payback period, annual savings, and compare DIY vs freelancer vs agency.