sales-outreach-automation-langgraphAgent34/100 via “configurable workflow customization via business data and prompt templates”
Automate lead research, qualification, and outreach with AI agents and Langgraph, creating personalized messaging and connecting with your CRMs (HubSpot, Airtable, Google Sheets)
Unique: Separates workflow logic from business configuration by storing prompts and criteria in editable text files (src/prompts.py) and environment variables rather than hardcoding them in Python. This enables sales operations teams to customize behavior without touching code, though it requires understanding prompt engineering principles.
vs others: More flexible than hard-coded workflows because criteria and messaging can be changed without code deployment; more accessible than API-based configuration because it uses simple text files; less flexible than UI-based configuration tools because it requires file system access and manual editing.