In development2026

Barber Shop AI Agent Squad v2

From competition prototype to governed service-business system

CAPABILITY SIGNALAgent orchestration + state + evaluation
GoogleKaggle

The build

A second-generation multi-agent squad for intake, personalization, scheduling, and loyalty reactivation—being rebuilt with clearer state, tools, observability, and deployment discipline.

Service businesses lose context as customers move between discovery, booking, preferences, and reactivation. The system explores how specialized agents can collaborate without turning the customer journey into a black box.

System design

What the work explores

ARCHITECTURE VIEWBarber Shop AI Agent Squad v2 system map
01IntakeClient context
Google
02Agent routingSpecialized roles
03Shared stateFirestore memory
Google
04EvaluationObservable handoffs
Kaggle
Open build details
  1. 01

    Separate responsibilities for intake, service matching, scheduling, and loyalty.

  2. 02

    Shared state and handoff design using Google ADK and Firestore.

  3. 03

    Evaluation and observability plans for safer iteration beyond a vibe-built prototype.

Next in the lab

Barber Shop AI Agent Squad

Google / Kaggle AI Agents Intensive capstone