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AI Action Studio

Merchant automation that turns store context into approval-gated playbooks, with a shared layer for OpenAI, Gemini and Anthropic.

Next.jsTypeScriptPostgreSQLLLM Guardrails
PROJECT OVERVIEW

My contribution

Architecture & development

Context

APPLIED AI
01

What the product does

Merchant automation that turns store context into approval-gated playbooks, with a shared layer for OpenAI, Gemini and Anthropic.

02

My work on the project

Built playbook orchestration and AI cost controls. Addressed recursive inference with an AsyncLocalStorage guard, per-store circuit breakers and a unified authorization gate for billing and usage limits.

03

Tools & technologies

Next.jsTypeScriptPostgreSQLLLM Guardrails
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Logistics at scale

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