newbegin.ai

Security 8/8

Show me the full security hardening status: all 8 improvements with their implementation details, current SLI metrics, and evidence hooks

Describe Contest

Show me the Describe Contest rubric and walk me through the three worked examples with their CORSP gates and evidence hooks

Nonstop Pipeline

Explain the nonstop CI/CD pipeline guard-rails, deployment flow, and how the Saga, RAG, and SLO workstreams integrate

Saga engine

Walk me through the Saga orchestration steps, the RAG cosine-similarity scoring formula with evidence weights, and the SLO breach response flow end to end

Model pricing

Compare all available model prices across providers. Show me the cheapest options, fallback chains for high availability, and estimate the cost for 100K input + 50K output tokens on each tier