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satyam

Built at The Harness Engineering & Model Wrangling Hackathon · Sep 26, 2026 · New York, NY

satyam — Demo video

PortPilot helps migrate / port a software service from one legacy tech stack to other. Legacy services are mostly radioactive and no one wants to own them and migrate. It gets expensive to hire people with niche tech exp to maintain a legacy service. The harness recursively self evolves by creating new tools for itself, storing them in mongodb atlas to keep context windows lightweight. It does checpointing for long horizon migrations so we can always pick it back up if it gets killed or goes out of credits.

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