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A Skyward engineer discovered that AI agents follow patterns in the repository code, not instructions in prompts, leading to repeated violations of design rules. The engineer introduced Screaming Arch…

A developer working on Skyward's monorepo with AI agents discovered that agents follow patterns in the codebase, not instructions in prompts. The realization led to Context Architecture, which ensures…

A French social housing AI agent called PIERRE eliminated its entire RAG stack—including vector databases, embedding models, rerankers, and multiple cloud GPU services—replacing them with a single SQL…