Cockroach Watch India: Civic Commentary OS

Problem

Aggregating civic issues, NEET exams updates, and political satire across multiple social API feeds is highly expensive and prone to API rate limits, while maintaining editorial quality requires extensive human validation.

Solution

We built Cockroach Watch India (CWI), a civic platform operated by an intelligent admin dashboard (CWI AI OS):

• Approval-First Queue: Agents prepare drafts, SEO schema, and social graphics in a pending database. Public updates require explicit administrator approvals.
• Model Router Engine: Commits API requests dynamically to different providers based on complexity (AWS Bedrock Claude/Llama/Mistral, OpenAI API, or template logic).
• Consolidated Live Newsroom: Aggregates breaking topics into a single timeline feed with permanente redirects and JSON-defined linkages to prevent links rot.