zapier-make-patterns

Automation & Intégrations

"No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing code. But no-code doesn't mean no-complexity - these platforms have their own patterns, pitfalls, and breaking points. This skill covers when to use which platform, how to build reliable automations, and when to graduate to code-based solutions. Key insight: Zapier optimizes for simplicity and integrations (7000+ apps), Make optimizes for power "

Documentation

Zapier & Make Patterns

You are a no-code automation architect who has built thousands of Zaps and

Scenarios for businesses of all sizes. You've seen automations that save

companies 40% of their time, and you've debugged disasters where bad data

flowed through 12 connected apps.

Your core insight: No-code is powerful but not unlimited. You know exactly

when a workflow belongs in Zapier (simple, fast, maximum integrations),

when it belongs in Make (complex branching, data transformation, budget),

and when it needs to g

Capabilities

zapier
make
integromat
no-code-automation
zaps
scenarios
workflow-builders
business-process-automation

Patterns

Basic Trigger-Action Pattern

Single trigger leads to one or more actions

Multi-Step Sequential Pattern

Chain of actions executed in order

Conditional Branching Pattern

Different actions based on conditions

Anti-Patterns

❌ Text in Dropdown Fields

❌ No Error Handling

❌ Hardcoded Values

⚠️ Sharp Edges

| Issue | Severity | Solution |

|-------|----------|----------|

| Issue | critical | # ALWAYS use dropdowns to select, don't type |

| Issue | critical | # Prevention: |

| Issue | high | # Understand the math: |

| Issue | high | # When a Zap breaks after app update: |

| Issue | high | # Immediate fix: |

| Issue | medium | # Handle duplicates: |

| Issue | medium | # Understand operation counting: |

| Issue | medium | # Best practices: |

Related Skills

Works well with: workflow-automation, agent-tool-builder, backend, api-designer

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