AstroLogix
Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

AstroLogix: Autonomous LEO Ground Station Co-Pilot & Adaptive SDR Engine LEO satellites move at 7.6 km/s, giving ground stations just a 10-minute window to downlink telemetry. During geomagnetic storms, severe ionospheric phase flutter breaks legacy Software Defined Radios, causing up to 30% payload data loss. AstroLogix solves this by putting an autonomous multimodal AI copilot directly into the loop. It perceives live RF anomalies, reasons over orbital physics using Meta AI, synthesizes adaptive Python DSP filters on the fly via Baseten, and validates them in a secure Modal serverless sandbox. Featuring a 4-quadrant mission control terminal (`Textual`/`Rich`) and a Stage 4 human-in-the-loop safety interlock (`[Y/N]`), AstroLogix ensures space infrastructure stays locked onto its target even in extreme cosmic weather.