AquaNow catches breaking changes before they ship with Claude and GoodLabs

Written By GoodLabs Branding

Environment

Large monorepo with highly interdependent services.

Use Cases

High-performance trading system development, dependency impact analysis, PR review, automated test generation.

Challenge

In AquaNow’s monorepo, changes to one service can create hidden downstream failures. Large PRs and cross-language reviews further increase risk and slow development.

Solution

GoodLabs and AquaNow integrated Claude across the development lifecycle to:

  • Validate dependencies: Identify downstream impacts before new services or changes ship.

  • Review PRs: Analyze large, cross-component changes for critical defects, including across unfamiliar languages.

  • Generate tests: Build comprehensive unit and integration test suites automatically.

Results

  • Breaking changes caught before rollout.

  • Critical bugs identified before deployment and QA.

  • Faster PR reviews and fewer developer bottlenecks.

  • Broader test coverage with less manual effort.

GoodLabs Branding
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