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Guidance and patterns for building reliable no-code automations in Zapier and Make, with anti-patterns and failure modes to avoid.
Practical playbook for architects and builders using no-code automation platforms (Zapier, Make/Integromat). Explains when to choose each platform, common patterns (trigger→action, multi-step sequences, conditional branching), and concrete anti-patterns and sharp edges to avoid. Includes operational advice for error handling, dropdowns vs typed inputs, operation counting, and reliability pitfalls.
Use this skill when designing or reviewing automations for business workflows: onboarding flows, notifications, data syncs, or multi-app integrations. It helps decide whether to implement in Zapier (simplicity, many integrations) or Make (complex branching, transformations, cost control), and when to graduate to code. Useful during architecture reviews and post-incident debugging.
Agents that can read and execute playbooks or surface recommendations: Claude/Claude-Code-style automation assistants, CLI-based agent runners, and developer-facing automation tooling.
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