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Replit

Browser-based development platform whose AI Agent builds and ships web applications.

Replit's CTO and his team replaced a semi-manual, multi-tool debugging setup with Braintrust as a single observability layer over the Replit Agent. The shift that mattered was horizontal: instead of inspecting one session at a time, they read across sessions to find systemic issues — a cohort of users stuck building authentication, a specific model degenerating — that no single bug report would have surfaced. Traces now stream in carrying evaluation signals while a user is still building, which cut both mean time to detection and mean time to remediation, and custom evals check whether a fix aimed at one user would land badly on others. The support team gathers hundreds of related examples itself rather than waiting on engineering.

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Sources last verified Nov 9, 2026

Braintrust

Unified observability and custom evals across production AI agent sessions.

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  • “Replit also uses Braintrust to augment traces with evaluation signals while a user is still building their application.” — braintrust.dev, Nov 2026

Source last verified Nov 9, 2026