Translate strings idiomatically across multiple target languages using a project glossary, preserving tone, domain terminology, and format placeholders while flagging…
Convert raw project structure into clear architectural understanding — module boundaries, data flows, service relationships, and architectural patterns.
Maintain a canonical i18n glossary file — sync new terms across all language pairs, detect drift, flag missing translations, and enforce consistent terminology across the codebase.
Semantic search across Ruflo AgentDB with HNSW vector indexing
Validate translation completeness and consistency across all locale files — detect missing keys, untranslated strings, format mismatches, and glossary violations.
Research industry standards and best practices, identify viable approaches for a given technical or architectural problem, and produce a structured factual comparison against…