BILAL.ASHRAF
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AI / Tooling

Multi-Agent Delivery Pipeline

An internal nine-stage agent pipeline that takes a raw client requirement and produces a running MVP — with deliberate human gates rather than unattended automation.

AI AgentsOrchestrationNode.jsNotion API
Multi-Agent Delivery Pipeline

Key Features

Specialised intake, architect, designer, mobile, backend, reviewer and delivery agents

Hard human gates for brief, architecture option and ticket scope

Bounded reviewer fix-loop with an explicit MVP scope cutoff

Notion ticket tracking and automated delivery handoff