SM
Sheby M
Loading portfolio experience
Finance, Business Operations · AI Agent, Automation
HermesOps – Cost-Optimized AI Workflow System
A Hermes-based automation layer that completes recurring work while controlling model selection, context, token usage, retries, and escalation.
Stack and focus areas
AIAutomationPythonHermesClaudeChatGPTMCPClickUpCost Monitoring
Project description
Existing agents repeated context, used expensive models for simple work, entered inefficient loops, and lacked clear stopping conditions or cost monitoring.
I redesigned agent workflows around deterministic preprocessing, task-specific model routing, reusable context, bounded retries, and human review. Hermes integrates with ClickUp, company SOPs, MCP tools, and reporting systems.
