AUTOMATIONSWITCH
Michael Nouriel
Author

Michael Nouriel

Platform Engineer & Founder, Scaletific + Automation Switch

Michael Nouriel is a platform engineer and founder of Scaletific and Automation Switch. He builds governed AI execution infrastructure, including GoldenPath IDP and AEP, a runtime enforcement layer for AI-assisted software delivery. He writes about automation engineering, cloud infrastructure, and what it actually takes to run AI agents in production.

Articles by Michael Nouriel
12,000+ servers across directories, registries, and indexes.
Where to Find MCP Servers in 2026: Every Directory, Registry, and Index
The navigation guide to MCP server discovery across 12,000+ servers. Compare PulseMCP, Smithery, Glama, MCP.so, the official registry, and every major index to find the right one for your workflow.
Apr 2026·10 min
The implementation story behind a machine-readable site.
How We Made AutomationSwitch Readable by AI Agents, and What We Learned
Most writing about the agentic web is theoretical. We skipped the predictions and built it. This is the implementation story: what we built on AutomationSwitch to make the site readable, queryable, and useful to AI agents.
Apr 2026·12 min
94,530 words in seven weeks. Top 3% of all users.
Wispr Flow Review: The Automation Hack That Changed How I Think, Not Just How I Type
94,530 words in seven weeks at 119 WPM. A builder's review of Wispr Flow covering speed, accuracy, technical jargon handling, pricing, and why dictation is the input automation most builders overlook.
Apr 2026·15 min
The five-layer stack
Best Automation Tools for Scaling Without Hiring in 2026
A five-layer automation stack replaces your first hire for $100 to $300/month. The complete tool guide with cost math, real workflows, and a 90-day build sequence.
Apr 2026·12 min
How to Build Your First MCP Server (Python, Under 100 Lines)
Most MCP tutorials are either too abstract or too long. Here is a working MCP server in Python in under 100 lines, exposing real tools, testable with Claude Code.
Apr 2026·15 min
Top 10 MCP Servers for Automation Builders in 2026
The 10 MCP servers that matter most for automation builders. Hands-on evaluation of each server's capabilities, setup friction, and production readiness.
Apr 2026·15 min
Map it before you automate it
How to Audit a Workflow Before You Automate It
Most automation projects fail because the workflow was never mapped properly first. This framework shows how to audit a workflow before you automate it.
Apr 2026·10 min
What a Good Automation Audit Should Actually Include
What separates a useful automation audit from a box-ticking exercise. The checklist, questions, and deliverable that leads to better workflows.
Apr 2026·12 min
The Cold Outreach Automation Stack: Research to Send in 2026
The complete cold outreach automation stack for 2026: from prospect research to personalized send, without hiring an SDR or touching a spreadsheet.
Apr 2026·12 min
Notion Component Library Sync Demo
A live sync demo showing how a strict Notion component grammar maps into Sanity schema blocks and renders with parity on Automation Switch.
Apr 2026·12 min
Airtable vs Notion as an Automation Platform: Which One Ships Workflows
Airtable and Notion are both 'flexible databases.' But when you need one to actually run your operations, only one of them holds up. We show you which.
Apr 2026
Best Automation Tools for Small Businesses in 2026 (The Complete Guide)
The complete guide to automation tools for small businesses in 2026. Category breakdowns, real recommendations, and a framework for choosing what to automate first.
Apr 2026·15 min
SKILL.md Files: The Agent Skills Directory
SKILL.md files are the configuration layer for AI agent behavior. How they work, how to write them, and the emerging directory of community-built skills.
Mar 2026·9 min
How SDRs Are Cutting Research Time in Half With PrecisionReach
Manual outreach research eats 45 minutes per email. PrecisionReach runs a full research-to-email pipeline in one go — industry mapping, org hierarchy, customer profiles, and five cold emails ready to send.
Mar 2026·6 min