The latest articles on DEV Community by MiroFish (@simulate). https://dev.to/simulate https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F4097184%2Ffef145f4-3dd8-4eed-a5ba-3c9d7f4373b4.png https://dev.to/simulate en MiroFish Thu, 27 Aug 2026 10:24:47 +0000 https://dev.to/simulate/mirofish-592f https://dev.to/simulate/mirofish-592f <p>Website:<br> <a href="https://mirofish.us" rel="noopener noreferrer">https://mirofish.us</a></p> <p>About MiroFish<br> MiroFish is an AI prediction engine built on multi-agent swarm intelligence. Instead of asking a single model to guess at an outcome, MiroFish rehearses the future: it takes your scenario, builds a knowledge graph of the real entities involved, and populates a simulated world with thousands of AI agents that each have their own personality, memory, and behavioral logic. Those agents then post, argue, persuade, and react to one another across Twitter-style and Reddit-style environments over dozens of rounds. What comes out the other side is emergent group behavior — the social contagion, faction formation, and second-order effects that conventional forecasting misses entirely.<br> You start with a question. It can be a plain "what if" ("What happens if we raise prices 30% next quarter?"), or you can upload seed material — a news article, a policy draft, an analyst report, a market brief, even a novel — as PDF, Markdown, or plain text. MiroFish extracts the actors, tensions, and factual anchors from that material so the simulation stays grounded in reality rather than drifting into fiction.<br> Five to ten minutes later you get a structured prediction report: the most likely outcome with an estimated confidence level, alternative</p> ai tools