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UFAT

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

UFAT — Demo video

TaskTrooper Telemetry is an observability platform that reads your code. You add a small SDK to your backend services, workers, web and mobile apps, and it collects traces, metrics, logs and real user data. That part is familiar. The difference is what happens next. When you connect a repository, the platform reads every endpoint, queue consumer and cron job and suggests the alerts you are missing, each one linked to the file and line it protects. When something breaks, every incident comes with a likely root cause and a confidence score. You can also ask an assistant in plain English why checkout got slow. It checks deploys, traces and databases and answers with charts, the exact trace and a suggested fix. The problem I wanted to solve is the first twenty minutes of an incident. Most teams spend that time jumping between dashboards. TaskTrooper puts the answer in front of you, and any change it wants to make, like creating an alert, a KPI or a load test, waits for your approval. Demo user for login: email: demo@tasktrooper.ai password: tasktrooperdemo2026

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