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Source channel @githubtrending · Post #15445 · Jan 28

#python#agentic_ai#agents#ai#ai_agents#realtime#stt#tts#video_agents#video_ai#vision_ai#voice_ai Vision Agents is an open-source Python framework by Stream to build real-time AI agents that watch video, listen to audio, and respond instantly with low latency under 30ms. It integrates YOLO, Roboflow, OpenAI, Gemini, and 25+ tools for apps like golf coaching, security cameras detecting theft, or phone assistants. Install easily with `uv add vision-agents`, use free Stream credits, and deploy on any video network. You benefit by quickly creating smart video AI for gaming, safety, or coaching without vendor lock-in, saving time and costs on custom builds. https://github.com/GetStream/Vision-Agents

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Crypto M - Crypto News

@CryptoM · Post #65345 · 04/13/2026, 01:44 AM

🚀 Ethereum Layer 2 Network Scroll Faces Overcharging Issue Ethereum Layer 2 network Scroll has reportedly overcharged users by more than $50,000 in transaction fees over approximately four days. According to ChainCatcher, this occurred after the Scroll team manually increased two rate multipliers in their gas price oracle six times within six days, each time raising them by 2 to 10 times. This adjustment cumulatively increased the L1 data cost parameter to 1,280 times its original benchmark. Approximately 139,000 transactions were affected, with the total cost originally estimated at around $280, but users were charged over $50,000. The majority of these transactions were automated by bots. L2BEAT clarified that the overcharging was not due to a sequencer issue but resulted from multiplier adjustments executed through a multi-signature wallet by the team. This incident has raised questions about whether Scroll previously subsidized users with below-cost rates to maintain activity. Data from DeFiLlama indicates that Scroll's total value locked (TVL) currently stands at $24 million, a significant decline of 96% from its peak of $585 million in October 2024. As of the time of reporting, Scroll has not publicly responded to the issue. #Ethereum#Layer2#Scroll#Overcharging#GasFees#Blockchain#DeFi#TVL#CryptoNews#TransactionFees#ETH#SCR