Manara

In October 2018, flash floods near the Dead Sea in Jordan killed 21 people — 12 of them schoolchildren on a field trip. Manara (منارة, "lighthouse") is a multi-agent disaster-response orchestrator that closes a quiet but lethal gap: no disaster plan ever gets tested at real scale. You can't put a thousand people in a flooding canyon to see if your evacuation routes hold. So plans sit on paper, until the day they fail. Three Claude Opus 4.7 council agents (Hydrologist, Operations, Equity) debate the plan over multiple rounds. A digital twin simulates it against the actual disaster. A second Opus call tries to falsify the plan it just helped write. Only plans that survive their own test reach the field, as a bilingual (English + Arabic) field-orders document, ready for Civil Defense. The system reads hand-drawn Arabic field sketches via Opus 4.7 vision, remembers every past simulation as durable learnings, and runs background scenario replays through Claude Managed Agents between human-driven runs. Built for Jordan, designed for any country making life-or-death decisions on instinct.