A developer has outlined a practical framework for building a 'Second Me' AI agent that encodes an individual's identity, reasoning, skills, and intuition. The framework combines behavioral recording,…
A developer outlines five methods for encoding tacit knowledge into security operations center (SOC) AI agents, emphasizing that the hardest problem is capturing the intuitive judgment of senior analy…
A developer building a phone assistant that transcribes work calls has chosen to run speech-to-text locally with faster-whisper instead of using cloud APIs, citing data privacy concerns. The local set…
An engineer detailed how to integrate an AI voicebot with a CRM using FreeSWITCH's Event Socket Layer (ESL) without adding latency. The approach leverages ESL's outbound mode for isolated, async conne…
A developer detailed a pipeline for converting long videos into ranked vertical clips using AI metadata from FastPix, including chapter detection, scene changes, and transcripts. The approach uses boo…
A developer detailed a sequential model-loading approach to run Whisper, bge-m3, and Gemma on a single local workstation with limited VRAM, avoiding out-of-memory errors by loading and unloading model…
Jaime, a VFX artist with over 20 years of experience, released Velorn, a free and open-source GPLv3 desktop video editor for Windows, macOS, and Linux that integrates AI generation and editing, featur…
A developer's RAG pipeline for MockEvalio failed on its first day when the embedding endpoint returned a 404, prompting a switch from Groq's nomic-embed-text-v1.5 to OpenAI's text-embedding-3-small. T…
A user reports cutting their AI subscription bill by 60% by replacing paid writing assistants, PDF analyzers, meeting note tools, image generators, and copywriting services with local open-source mode…
A developer has released Vacanam, a free, open-source voice typing app for Windows 10 and 11 that works 100% offline. The tool uses local speech engines like Whisper for near-zero latency dictation an…
Harness, a screen-aware AI assistant, runs its entire perception stack in the browser to keep costs at zero for high-frequency tasks. The system uses on-device models like CLIP, PaddleOCR, and a quant…
A developer built Dub Any Video, a tool that dubs video courses into another language using local text-to-speech, after finding the best Godot course was in Spanish and dubbing services were too expen…
Researchers introduced Wisp, Wisp+, and Whisper, a family of difference-informed pruning methods that preserve output differences in large language models, improving sparsity performance over existing…
Rafaelpta released litepipe, an open-source macOS app that captures everything a user sees, says, and hears on their computer into a local SQLite database with full-text search, making zero network ca…
A developer built a fully local voice-to-code pipeline using faster-whisper for transcription and Claude Code's /voice command, ensuring no data leaves the machine. The setup, which runs on CPU with t…
Audio-tldr, an open-source agent skill by AugustusW, lets users summarize any video, podcast, or audio file locally with Whisper, producing 3–7 key takeaways and a summary without uploading audio to t…
A developer at forge.workstyle.tech describes three bug investigations in a voice conversion app, emphasizing root cause resolution over quick fixes. The developer found that a 131-second recording pl…
NobodyWho announced speech support in its on-device inference engine, adding Text to Speech (TTS) via Kokoro, Pocket TTS, and Supertonic, and Speech to Text (STT) via Whisper, all running on ONNX Runt…
A developer has built Mana, a voice AI assistant that runs entirely on a local machine with an 8GB VRAM GPU, achieving 2-3 second response times by using a single 4B model for reasoning, code generati…
Developer Gabriele De Rosa released AI Notes, a minimal open-source Obsidian plugin that records audio, transcribes it locally, and enriches notes using local AI models, ensuring user privacy by keepi…