Resources
Guides, tutorials, API recipes, and MCP walkthroughs for keeping lead and CRM data clean. Every example calls a real Zapinner endpoint — copy, paste, and run it.
AI Agents
Build agents that handle messy data reproducibly instead of improvising.
AI Agents1 min read
Why AI Agents Need Deterministic Data Tools
LLMs are great at reasoning and unreliable at deterministic data work. Here's why you should give agents real tools for cleaning, matching, and validation instead of prompting them to improvise.
ReadAI Agents1 min read
Building Data Quality Checks Into an AI Agent
An agent that acts on data should verify it first. Here's how to wire validation and quality profiling into an agent's workflow so it fails loudly instead of acting on garbage.
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