AI Support Agent with Tool Calling · 2026

SupportMind

Laravel 11
OpenAI API
MySQL
Redis
Docker

SupportMind is an autonomous customer support agent that resolves queries by calling backend tools in a ReAct loop. Guardrails, conversation audit trails, and tool-calling policies keep production support safe and observable.

Features

ReAct agent loop
Tool calling
Guardrails
Conversation audit trail

Architecture

Agent. Laravel 11 + OpenAI function calling
Memory. MySQL conversation + Redis cache
Runtime. Dockerized API workers
Safety. Guardrails + audit trail

Challenges

Keeping tool calls grounded and policy-safe
Auditing multi-step agent conversations
Balancing latency with multi-tool resolution

Metrics

Loop. ReAct
Tools. Callable
Safety. Guardrails

Results

Autonomous query resolution via backend tools
Full conversation audit trail for ops review
Production-ready Docker packaging

Pictures

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