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Human-in-the-loop projects

Agents that pause for a person to approve, edit or reject. Built by Chiranjeev Thomas, senior full-stack engineer, agentic ai.

InvoiceChaser walkthrough: client pushback is detected, a late fee is calculated and a firmer escalation draft waits for the freelancer to approve

Live

AI engineering
Full-stack

InvoiceChaser — payment-recovery agent

Chases overdue invoices for freelancers through three escalation levels. Tools are gated per level, and nothing is sent without human approval.

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How it works Live demo GitHub