Principal architect: 20+ years in distributed systems & data platforms. AI/LLM agents, RAG. Building Nora SuperIntelligence Lab.
Focus areas.
- Distributed systems
- Data platforms
- AI/LLM agents
Current Nora examples.
Decision · request boundary
Keep each request inspectable and bounded.
The accepted contract limits a turn to three retrieval calls and four logical model calls, with bounded provider retries and one no-tool repair within that allowance.
Read the request bounds →Decision · service boundary
Keep retrieval separate from knowledge preparation.
Retrieval remains a separate service while conversion, deterministic preparation, embedding, import, and activation stay operator-triggered and outside conversations.
See the manual-ingestion boundary →Tested outcome · 2026-09-14
Check conversation state across restart.
An isolated ARM Linux Compose check preserved existing message IDs after PostgreSQL and Coordination restart; a custom-format dump restored the same four messages.
Read the validation row →