ReproKit

ReproKit is a desktop + web app (traditional + AI) that records a failing run and packages a minimal, deterministic reproduction you can share with teammates or vendors. It captures logs, env vars, dependency versions, config files, network calls, and (optionally) sanitized request/response payloads, then generates a “repro bundle” that can be replayed locally or in an isolated container. The AI component proposes the smallest set of steps and inputs to trigger the failure, highlights likely nondeterminism sources (time, randomness, concurrency, external services), and suggests toggles to lock them down. It integrates with CI to automatically attach repro bundles to failed jobs and opens a prefilled GitHub/Jira ticket with exact commands to reproduce. Brutal truth: it only wins if it’s painless, secure, and works across common stacks without weeks of setup.