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A practical engineering framework for designing LLM agent prompts as deterministic, version-controlled specifications. This article breaks down prompt architecture into composable layers — tone specification, structural constraints, output format enforcement, and metadata extraction — treating...... Read More

This article explores projcat, a Python CLI tool that generates structured project manifests—directory trees and sliced file contents—optimized for feeding into LLMs. It covers architecture, advanced slicing features, and integration into developer workflows, emphasizing deterministic,...... Read More