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Plug Claude into your app's actual errors.
AppSignal's MCP server hands Claude, Cursor, or Zed your real errors, traces, and the deploy that shipped them. AI writes the fix; you review the diff.
Offline speech recognition API for Android, iOS, RaspberryPi
...Vosk supplies speech recognition for chatbots, smart home appliances, and virtual assistants. It can also create subtitles for movies, and transcription for lectures and interviews. Vosk scales from small devices like RaspberryPi or Android smartphones to big clusters.
LiteRT-LM is Google's production-ready inference framework
...It supports CPU execution across major platforms and adds GPU or NPU acceleration where available. LiteRT-LM is especially relevant for developers building private, low-latency AI features on phones, laptops, RaspberryPi-style devices, and other edge hardware. Its goal is to make modern language models usable in local applications with a consistent deployment stack.