The Gap That Claude Code Fills in Code Review Code review is one of the most valuable things a team does — and one of the most time-consuming. Reviewers catch real bugs, but they also spend energy on things that could be automated: spotting forgotten null checks, flagging coroutine scope misuse, noticing that a ViewModel […]
Automating Android Root Cause Discovery with AI: Crashlytics, MCP, and Claude 4.8 Every Android app that ships crashes. Users hit unexpected states, device configurations trigger edge cases, and third-party libraries fail in mysterious ways. The traditional approach to bug fixing is manual: you read the stack trace, search for the failing line, mentally reconstruct the
The Problem With How Most Developers Use AI Today You open Claude Code or Cursor, describe what you want, and the agent immediately starts generating code. Sounds great, right? Except ten minutes later, you’re staring at a ViewModel that ignores your DI setup, tests that weren’t written, and a pattern that doesn’t match anything else
