Standard AIs are "Yes-Men", they validate bad ideas to be polite. Crucible is a Red Team. We orchestrate 12 specialized agents (Gemini 2.5, Sonnet 4.5, GPT-5.1) to fight over your problem via a "Thesis-Antithesis-Synthesis" loop. Agents pitch strategies, then decimate them to burn away hallucinations. Watch the live reasoning telemetry. The result: a defensible, stress-tested executive brief with full citations. Stop chatting. Force a debate.

LayerNEXUS is an AI-powered tool that turns messy CSVs into clean, normalized database schemas. It detects primary/foreign keys, suggests data types, and generates SQL & ERDs across five different database system including PostgreSQL, MySQL and Oracle.