AbdelRahman El-Sergani

GPT-4.1 and GPT-4o run inside Manta — powering the agent’s decision-making and visual understanding as it explores your application. The combination of text and vision capabilities was exactly what autonomous testing required.

GCP was the right infrastructure choice for Manta. The startup support programme made it accessible early, and deep familiarity with the platform meant we could move fast without second-guessing our infrastructure decisions.

Claude Code was central to building Manta AI — from architecture decisions to implementation. Having an AI that understands context deeply across a large codebase made it the right tool for a product this technically complex.