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AI Engineer NYC 2026

​Join AI Engineer and Major League Hacking (MLH) on Sunday, October 11, for a full day of building, experimenting, and meeting fellow AI engineers.

Claude Code Ripple

See what your changes touch, integrated into Claude Code.

Ripple
See what your changes touch, integrated into Claude Code.

The Problem
Code changes rarely stay local.

The Project
Ripple is a Claude Code Mod that allows users to see what a code change they make will affect.

Built with

typescriptpythonclaude

AI tools

Coded withClaude CodeClaude Opus 5.5

Prize Categories Entered

  • Event prize

    Best Overall

    Submitted

    Ripple is a Claude Code mod that connects code changes with production errors through Sentry MCP. By helping Claude understand how code is connected and where failures occur, Ripple makes it easier to assess the impact of changes, investigate bugs, and find targeted fixes, all done within the coding workflow.

  • Event prize

    Sentry Raffle

    Submitted

    Ripple uses Sentry MCP to let Claude Code investigate production errors without the need to leave the coding workflow. When an AI agent encounters a failure, Sentry captures the error and trace, and Ripple lets Claude retrieve the information through the Sentry MCP and connect it to the relevant code changes. Claude can explain the cause, suggest a fix, and help verify it.