Library · Daily Signals · 2026-07-17
Daily SignalsFriday, July 17, 2026
Captured Jul 17, 2026, 12:00 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 26GitHub· 44d ago
meeting-transcriber – On-device meeting transcriber for macOS — auto-records Teams/Zoom/Webex, transcribes & separates speakers locally. No cl
by pasrom
GitHub·39d ago24
BigMoeOnEdge – Run MoE models larger than device RAM by streaming only the routed experts from flash - lossless, built on stock llama.c
On-device AIgithub.com
GitHub·40d ago23
swift-2026-course – 🚀 Complete Swift & Apple Platforms 2026 guide: iOS 26, ML, Foundation Models, SwiftUI, Xcode 26, monetization strategie
On-device AIgithub.com
GitHub·42d ago22
openmed – Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 1
On-device AIgithub.com
GitHub·39d ago21
onnx2tf – A tool for converting ONNX files to LiteRT/TFLite/TensorFlow, PyTorch native code (nn.Module), TorchScript (.pt), state_
On-device AIgithub.com
GitHub·40d ago21
localharness – An open-source, model-agnostic agent harness for local LLMs. Define agents in YAML (tools, memory, deny-first permission
Local LLMsgithub.com
arXiv·43d ago21
VisionAId: An Offline-First Multimodal Android Assistant for People with Visual Impairment, Featuring Personalized Object Retrieval
On-device AIarxiv.org
Bluesky·40d ago16
Learn why Xcode 27 shows a warning when an @Entry declaration creates a new class instance for every fallback access, how unstable environment defaults can cause unnecessary SwiftUI view updates, and how to make them sta
iOS craftnilcoalescing.com
Bluesky·40d ago16
For HWS+ subscribers: Metal shaders give you pixel-level control over SwiftUI views, and they're more approachable than you might expect - from simple recoloring to rainbow gradients and interlacing effects, all hardware
Metal · ANEhackingwithswift.com
Hacker News·39d ago15
Trellis2.c – Local 3D generation with Vulkan and CUDA
Local LLMsgithub.com
Bluesky·40d ago15
When storing custom values in properties of an @Observable, it’s recommended to make them Equatable to minimize SwiftUI view updates. I’ve just published a post looking at how @Observable handles equal assignments and wh
iOS craftnilcoalescing.com
Bluesky·40d ago14
Lock Screen widgets and always-on Apple Watch displays can accidentally expose user data. The privacySensitive() modifier tells SwiftUI which views to redact in those contexts. www.hackingwithswift.com/quick-start/...
iOS crafthackingwithswift.com
Bluesky·41d ago14
"The SwiftUI Way" book by @natpanferova.bsky.social has been updated with expanded guidance on SwiftUI data flow, view updates, and performance, including changes introduced in Xcode 27: nilcoalescing.com/blog/TheSwif..
iOS craftnilcoalescing.com
Bluesky·41d ago14
Local LLM text translation or transformation in GStreamer with llama.cpp New Centricular devlog post by Sebastian Dröge: centricular.com/devlog/2026-... #gstreamer #ai #machinelearning #multimedia #llm #translation #o
Local LLMscentricular.com
Hacker News·39d ago13
Ollama vs. Llama.cpp – Quick Benchmark
Local LLMsblawg.pages.dev
arXiv·41d ago13
TRACE-EVC: Text-Guided Relative Affective Control for Zero-Shot Emotional Voice Conversion
DSP · Audioarxiv.org
Hacker News·40d ago12
I gave a local LLM a "delete production" button and watched what it did
Local LLMsmedium.com
arXiv·41d ago11
RADIANT-PET: Reasoning-Augmented PET/CT Lesion Segmentation with Large Language Models and Reinforcement Learning
Local LLMsarxiv.org
Hacker News·44d ago11
Juggler – an open-source GUI coding agent, by the creator of JUCE
DSP · Audiogithub.com
Hacker News·41d ago10
LocalMask – local-first CLI that masks PII and secrets before LLMs
Privacy-firstlocalmaskpro.com
arXiv·42d ago9
GRAFT: Grafted Reference Audio for Fine-grained Pronunciation in Zero-shot Text-to-Speech
DSP · Audioarxiv.org
arXiv·43d ago9
NouveauVoice: Generating Novel Pseudo Speakers for Voice Anonymization
DSP · Audioarxiv.org
arXiv·43d ago9
Beyond Cross-Reconstruction: Probing-Based Disentanglement Evaluation for Acoustic Teleportation Codecs
DSP · Audioarxiv.org
Dev.to·41d ago8
Part 2 — Search, palette, and settings
iOS craftdev.to