Julian J

LangGraph Multi-Agent Workflow Setup with CrewAI for Lead Qualification and Sales Automation

b2cleads • Freiberufler

Apr 2026 - Apr 2026 • 0 mos

A B2B SaaS founder had a growing list of inbound leads with no reliable way to tell which ones were worth a sales call. I built a LangGraph multi-agent workflow to control the state and branching logic of the pipeline, running a CrewAI crew of role based agents inside it, a researcher agent pulling public company data, a scoring agent ranking fit against the founder's ideal customer profile, and a writer agent drafting personalized outreach for anything that scored high. The LangGraph and CrewAI multi-agent workflow setup handled retries and handoffs automatically so nothing silently failed. After launch, the founder had a pipeline that turned a raw lead list into scored, research backed outreach drafts, cutting hours of manual lead research down to minutes per batch. LangGraph setup, LangGraph multi-agent workflow, LangGraph CrewAI integration, CrewAI multi-agent system, LangGraph lead qualification automation, CrewAI lead scoring automation, LangGraph sales automation, CrewAI sales automation, LangGraph workflow orchestration, CrewAI role based agents setup, LangGraph multi-agent orchestration, CrewAI research automation, LangGraph setup service, CrewAI setup service, LangGraph and CrewAI for B2B automation, CrewAI outreach automation, LangGraph agent handoff setup, CrewAI multi-agent workflow setup, LangGraph state machine setup, CrewAI lead generation automation, LangGraph multi-agent AI system, CrewAI multi-agent business automation.

Paperclip Multi-Agent Orchestration Setup with Hermes Agent for Content Automation

Content Maker • Freiberufler

Apr 2026 - Apr 2026 • 0 mos

A content agency wanted to scale monthly output without hiring more writers or researchers. I built a Paperclip multi-agent orchestration setup with a CEO agent that planned the work and assigned it out, running specialized Hermes Agent workers underneath it, one profile for research, one for drafting content in the agency's voice, each with isolated memory so they never mixed context. The Paperclip orchestration layer broke the monthly content goal into tasks, dispatched them to the right Hermes Agent worker, and reported progress on a schedule, with budgets capped per agent so spend stayed predictable. After the Paperclip and Hermes Agent multi-agent setup went live, the agency roughly doubled monthly content output without adding headcount, and every output was logged for review before it went out. Paperclip setup, Paperclip multi-agent orchestration, Paperclip Hermes Agent integration, Hermes Agent multi-agent system, Paperclip AI agent setup, Hermes Agent content automation, Paperclip content automation, Paperclip agent orchestration setup, Hermes Agent research automation, Paperclip multi-agent system for agencies, Hermes Agent worker setup, Paperclip CEO agent setup, Paperclip and Hermes Agent workflow, Hermes Agent content generation automation, Paperclip multi-agent AI system, Hermes Agent multi-agent orchestration, Paperclip setup service, Hermes Agent setup service, Paperclip AI team automation, Hermes Agent content agency automation, Paperclip multi-agent business automation.

Hermes Agent Setup for Multi-Agent System with Claude Code MCP Integration

Halonut • Freiberufler

Mar 2026 - Mar 2026 • 0 mos

An e-commerce founder needed a Hermes Agent setup that could run daily operations without pulling a developer in for every small fix. I deployed Hermes Agent on a self hosted VPS with Docker, connected to Telegram and Slack, and configured it as a multi-agent system with persistent memory of the store's products, pricing, and past decisions. For coding tasks, like fixing a broken checkout flow or updating a Shopify integration, I set up Claude Code MCP so the Hermes Agent could hand off real code changes directly instead of the founder waiting on a developer. Once the Hermes Agent and Claude Code MCP setup was live, routine questions got answered instantly and code fixes shipped the same day, cutting the founder's average turnaround from two days to under an hour and removing the need for a full time developer on standby. Hermes Agent setup, Hermes Agent multi-agent system, Hermes Agent Claude Code MCP integration, Claude Code MCP setup, Claude Code MCP server integration, multi-agent system setup, Hermes Agent VPS setup, Hermes Agent Docker deployment, Hermes Agent self hosted setup, Hermes Agent persistent memory setup, Claude Code MCP automation, Hermes Agent Telegram setup, Hermes Agent Slack integration, Hermes Agent automation setup, multi-agent AI system setup, Claude Code MCP for AI agents, Hermes Agent MCP configuration, Hermes Agent coding agent setup, Claude Code automation setup, Hermes Agent multi-agent orchestration, Hermes Agent business automation, Claude Code MCP integration for developers, Hermes Agent setup service, multi-agent system for business.