## MODIFIED Requirements

### Requirement: System generates Tamil and Malayalam translations at article creation time
The system SHALL generate Tamil (`ta`) and Malayalam (`ml`) translations for each newly created article during ingestion and validate translation quality before persistence.

#### Scenario: Translation generation for new article
- **WHEN** a new source article is accepted for storage
- **THEN** the system requests Tamil and Malayalam translations for headline and summary
- **AND** translation generation occurs in the same ingestion flow for that article

#### Scenario: Translation failure fallback
- **WHEN** translation generation fails for one or both target languages
- **THEN** the system stores the base article in English
- **AND** marks missing translations as unavailable without failing the whole ingestion cycle

#### Scenario: Translation quality validation failure
- **WHEN** generated translation fails language/script sanity or gibberish validation checks
- **THEN** the system does not persist invalid translation content for that article-language pair
- **AND** records validation failure outcome for diagnostics