AUTOMATIONSWITCH
Workflow Automation///Business Process///Tool Integration///No-Code Pipelines///Agent Orchestration///Connected Systems///Workflow Automation///Business Process///Tool Integration///No-Code Pipelines///Agent Orchestration///Connected Systems///
For builders who ship with AI

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

Latest
Tool Guide · 25 min read
AI Coding Assistant Hub
Editorially scored hub of 27 AI coding assistants, from autocomplete to autonomous code factories, with pros, cons, pricing, and verdict for each tool. Updated monthly.
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7,530+
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Curated Sources
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Latest
27 tools scored and compared
AI Coding Assistant Hub
Editorially scored hub of 27 AI coding assistants, from autocomplete to autonomous code factories, with pros, cons, pricing, and verdict for each tool. Updated monthly.
Tool Guide·Apr 2026·25 min
Read Article →
Tool Guide
Practical analysis for teams building with AI and automation.
Two production philosophies
PydanticAI vs LangGraph: Two Different Production Bets
PydanticAI brings type-safe, injection-first agents. LangGraph brings stateful graph execution. These are distinct production bets, each shaped by a different philosophy.
Apr 2026·12 min
Deep Dive
LangChain vs CrewAI vs AutoGen vs LangGraph: Which AI Agent Framework Should You Actually Use?
Four frameworks, four different production problems. LangChain for breadth, CrewAI for prototyping speed, AutoGen/MAF for enterprise, LangGraph for execution control. Here is how to choose wisely.
Apr 2026·12 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.

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Skills Indexed
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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.
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ROI CALCULATOR
See what automation actually saves you. Calculate payback period, annual savings, and compare DIY vs freelancer vs agency.