AI coding tools fail in production engineering orgs because they lack structured system-level context. Here’s how to build the metadata infrastructure that produces reliable AI suggestions.
Context Engineering for Developers: The Infrastructure Layer That Makes AI Actually Useful
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April 23, 2026
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roadie-io