Library · Daily Signals · 2026-07-31
Daily SignalsFriday, July 31, 2026
Captured Jul 31, 2026, 01:00 PM UTC — 24 signals across 6 pillars, 5 source networks. Scores weighted by 7 terms: keyword relevance, artifact bonus, cross-source corroboration, discovery corroboration, star velocity, engagement, recency.
Daily digest
Top signal featured — scores combine keyword relevance (×3 per pillar hit), artifact bonus (+3 for a citable artifact host), cross-source corroboration (+3 per extra source), discovery corroboration (+0–2), star velocity (+0–8), engagement (+0–4, capped), recency (+8 down to −3). Remaining signals grid below, filterable by pillar.
Top signal · Score 27GitHub· 26d ago
Sonor – Privacy-first, on-device voice intelligence for macOS. High-performance voice-to-text and AI processing running 100% loc
by sonor-studio
GitHub·25d ago24
imp – From-scratch C++/CUDA inference engine for the NVIDIA RTX 5090 (sm_120a) — the best single-GPU backend for agentic AI: t
On-device AIgithub.com
GitHub·25d ago24
speech-swift – AI speech toolkit for Apple Silicon — ASR, TTS, speech-to-speech, VAD, and diarization powered by MLX and CoreML
On-device AIgithub.com
GitHub·25d ago23
dailyvox – Free open-source voice journal for iPhone with on-device AI. Every entry becomes a star in your private constellation. B
On-device AIgithub.com
GitHub·25d ago23
usage-os – A private, on-device time mirror for macOS — see where your day went. Local-first activity tracking built with Tauri (Ru
On-device AIgithub.com
GitHub·25d ago23
MAMA – Local-first operating memory for AI coding agents - Claude Code, Codex, and any MCP client. Tracks decisions and their e
On-device AIgithub.com
Hacker News·26d ago20
Local text, image, video, music and 3D from one CLI, no Python
Local LLMsgithub.com
arXiv·26d ago19
Teffic-Audio: Tell Fact from Fiction
DSP · Audioarxiv.org
arXiv·26d ago16
RIPPLE: Generating Multi-Channel Phase, Not Recovering It
DSP · Audioarxiv.org
Dev.to·26d ago13
Background App Refresh in iOS: Implementation, Debugging & Pitfalls (Part 2)
iOS craftdev.to
arXiv·26d ago13
CrowdioSet and PaRIRset: Two Datasets Towards Live Music Source Separation
DSP · Audioarxiv.org
Hacker News·25d ago12
What are you using local LLMs for?
Local LLMsnews.ycombinator.com
Bluesky·27d ago11
The July issue of the Nil Coalescing newsletter is out! It includes our trip to the /dev/world on tour conference, The SwiftUI Way book update, and a catalog of our recent Swift and SwiftUI blog posts. You can read it on
iOS craftnilcoalescing.com
arXiv·28d ago11
A Low-Cost Human-in-the-Loop Investigation of Toxicity on GitHub at Scale
Local LLMsarxiv.org
Hacker News·27d ago9
What NPU Tops Doesn't Tell You: How Memory Bounds Local LLM Performance
Local LLMscapytoolkit.com
Bluesky·30d ago9
Sunday Build with HWS+: Apple's Translation framework makes it almost trivially easy to translate text in SwiftUI. This app takes it further, translating into multiple languages and exporting strings ready for Xcode. #Su
iOS crafthackingwithswift.com
Bluesky·27d ago8
For HWS+ subscribers: If a SwiftUI shadow is applying to each subview individually rather than the whole view, .compositingGroup() is the one-liner fix. www.hackingwithswift.com/plus/learn-s...
iOS crafthackingwithswift.com
Dev.to·31d ago7
The Crash That Only Happened Sometimes — A SwiftUI Bug
iOS craftdev.to
Hacker News·32d ago7
Ghost Vessel – give your local LLM agent a face
Local LLMsgithub.com
Bluesky·31d ago6
Configure a SwiftUI app to schedule and handle a background fetch task using the Background Tasks framework and the backgroundTask(_:action:) SwiftUI modifier: nilcoalescing.com/blog/Schedul... #iOSDev #SwiftUI
iOS craftnilcoalescing.com
Hacker News·31d ago6
HotPin – lossless 120B MoE inference on 24GB RAM (CPU, 50 loc)
Local LLMsnews.ycombinator.com
Hacker News·27d ago-88
Kedge – Full-stack cloud with forkable VM snapshots and global SQLite
Privacy-firstkedge.dev
arXiv·30d ago-91
Leveraging Gradient Reversal Loss and Multitask Learning for Datasets-Aware Audio Deepfake Detection
DSP · Audioarxiv.org
arXiv·30d ago-91
Expose Your Disguise: Recovering Source Speaker Identity From Voice Conversion
DSP · Audioarxiv.org