March 26, 2026
Stabilized the Neural Core by migrating to the latest available core inference clusters, resolving critical availability errors (404/1008) and fixing hydration drift in the icon system.
- Migrated main reasoning engine to the latest high-performance inference node for superior, cost-effective student assistance.
- Implemented localized sub-processing cores for silent background tasks like memory extraction and context classification.
- Resolved 404/1008 'Node Not Found' errors by aligning internal compute identifiers with production infrastructure quotas.
- Stabilized the Multimodal Live Engine by standardizing on the latest native audio-inference pipeline for sub-500ms voice response.
- Fixed WebSocket connection rejections in the bidiGenerateContent endpoint.
- Developed graceful stream recovery: Neural Core now detects provider rate limits and provides a friendly 'high traffic' response instead of crashing.
- Eliminated ERR_INCOMPLETE_CHUNKED_ENCODING network errors during heavy system load.
- Fixed a critical React Hydration mismatch in the shared Icon component by disabling FontAwesome's auto-CSS injection in the client layer.
- Restored missing UI icons by mapping 'auto_awesome' and 'smart_toy' symbols to the core icon library.


