Socra

A developer details building a robust multi-provider LLM fallback system for production, sharing architectural decisions and lessons from real-world failures. Another project introduces 'Turbo Start A…

A pre-final year student built Socra, a multi-agent LLM SaaS that interrogates startup ideas using five specialist AI personas, and deployed it on Railway with a three-provider fallback chain (Anthrop…