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Source channel @githubtrending · Post #15547 · Mar 7

#python#agent_memory#financial_forecasting#future_prediction#knowledge_graph#llms#multi_agent_simulation#public_opinion_analysis#python3#social_prediction#swarm_intelligence MiroFish is a simple AI tool that predicts anything by creating a digital world from your data like news, policies, or stories. Upload seed info and describe what you want to predict; it builds thousands of smart agents with personalities and memories to interact, simulate futures, and give you a detailed report plus chat access. You benefit by testing decisions risk-free—like policy impacts or story endings—making smart choices or fun ideas win through safe, accurate previews. https://github.com/666ghj/MiroFish

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Crypto News & Web3 Events | TON Ecosystem

@tonevents_en · Post #1706 · 07/30/2025, 11:06 AM

🚀TON Tokens: Is the Memecoin Scene Waking Up? The TON ecosystem keeps growing. Alongside the memecoins themselves, new services appear that make it easier to track data and trade. Trading bots are still few, but the trend is up. 🔍@x1000 — a token aggregator and chat assistant The bot pulls key stats on any token and replies as soon as someone posts a contract address. It works in direct messages or group chats, auto-showing fresh info. We’ve already added @x1000 to our work chat — no need to dig through explorers; the bot does it for us. 👨‍💻What the developer plans next Stepan, the creator (link above), says the next updates will add: 🟠 detailed holder stats 🟠 info on dev teams 🟠 a honey-pot check (can you actually sell the token?) 🟠 a scanner for new coins by custom filters 🟠 a possible scam indicator 💻Try the bot now in the comments or via DM. Just send a contract address, for example: EQA2kCVNwVsil2EM2mB0SkXytxCqQjS4mttjDpnXmwG9T6bO #TON#Memecoin#CryptoTools#TelegramTrading#CryptoNews