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Ivan Makarov๐ ๏ธ 1 tool ๐ 5 karmaDec 12, 2025@Nautex AII successfully used this app for creating 50k+ LOC commertial projects. It shifts development effort to more thinking in advance and system design. And then straightforward implementation. Are we at the time of making Waterfall methodology great(er) again? -

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I like Needle very much, it helps me a lot as it saves me so much time that I would otherwise waste on unnecessary searching, thank you very much Needle :)
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In the v0.7 series, the Ultravox model is trained on GLM 4.6, taking the lead on audio reasoning tasks over closed source models like gpt4o-audio, while retaining advantages in speech understanding from previous versions. Ultravox is a multimodal model that can consume both speech and text as input (e.g., a text system prompt and voice user message). The input to the model is given as a text prompt with a special pseudo-token, and the model processor will replace this magic token with embeddings derived from the input audio. Using the merged embeddings as input, the model will then generate output text as usual.
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Thanks for noticing this Tyler, we really liked the idea of getting back to lifetime one-time purchases. Alice is a desktop app and it doesnโt use our cloud resources much, so this should be also feasible for the long run. Please, give Alice a try, you wonโt regret it!
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KiloClaw - Managed ๐ฆ OpenClaw hosting -
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AI-native OCR platform, 95%+ accuracy, zero prompt engineering, flags uncertain fields.OpenWe are a team of founders who worked before in data extraction, with traditional manual review of each document to check accuracy / errors. We are so excited about AI and the new LLM models because we have created DeepRead using those and the accuracy is 95% and we flag uncertain fields so no one has to manually review entire documents (whew), only the exceptions! We hope you try it out and please share your review, comments and feedback. Looking forward to hearing from users!
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