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Platform Toolsmith · Dec 9, 2025

Building a Custom AI Code Reviewer for GitHub Enterprise with Bedrock and Go

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Two weeks after deploying our custom AI code reviewer, it caught a bug that would have crashed our payment processing. A senior engineer's PR looked clean—it compiled, passed linting, followed Go idioms. But the AI spotted a subtle pattern: we'd accidentally turned a soft dependency into a hard one. If our config service blinked, our main service would die. The engineer's response? "Oh." That's…

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