Free tools for teams building production AI — from Zion Tech Group. Open-sourced on GitHub.
pgvector vs Qdrant vs Weaviate vs Pinecone vs Milvus.
Cost/latency/quality sliders → routing rules.
Portability assessment of your AI stack.
i18n gap analysis for global AI rollouts.
Retrieval quality, groundedness and latency scoring.
Side-by-side prompt comparison with quality scoring.
Fidelity, utility and privacy checks for synthetic data.
Find secrets and PII in prompts before they leak.
Hardening checklist for MCP servers.
Downtime cost by tier and credit exposure.