Library · Daily Signals · 2026-07-21
Daily SignalsTuesday, July 21, 2026
Captured Jul 21, 2026, 12:26 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 33GitHub· 35d ago
meeting-transcriber – On-device meeting transcriber for macOS — auto-records Teams/Zoom/Webex, transcribes & separates speakers locally. No cl
by pasrom
GitHub·35d ago27
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
Hacker News + GitHub·35d ago27
BigMoeOnEdge – Run a 120B-parameter MoE (60 GB) on a 12 GB phone. CPU-only, lossless, on stock llama.cpp
Local LLMsgithub.com
GitHub·35d ago27
kokoro-coreml – PyTorch → CoreML conversion pipeline for Kokoro TTS. Unlocks fast on-device text-to-speech on Apple Neural Engine.
On-device AIgithub.com
Bluesky·35d ago26
Mentioned a few times I've been looking at ANE (Apple Neural Engine, the fp16 chip in all new Macs & iPhones). Just came across another great resource, published a few weeks ago, reverse engineered a lot of the lower le
On-device AIarxiv.org
GitHub·35d ago24
Chaty – Private, on-device AI desktop app — GGUF (llama.cpp) & MLX models, a local coding agent, RAG knowledge base, Deep Resear
On-device AIgithub.com
GitHub·35d 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
Dev.to·35d ago15
Swift Classes — Why Copying a Class Isn't What You Think 📋
iOS craftdev.to
Hacker News·35d ago12
ChatPanel, A Privacy-first AI Agent browser side panel
Privacy-firstchatpanel.net
Bluesky·36d ago11
To prepare Strolly for app resizability in iOS 27, we wanted its non-modal detent sheets to adapt into side panels on wider displays. SwiftUI sheets don’t support that presentation, so we built our own panel API: nilco
iOS craftnilcoalescing.com
arXiv·38d ago11
Schema-Bound LLM Control of Scientific Instrumentation through Model Context Protocol Skills
Local LLMsarxiv.org
Bluesky·39d ago10
"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 ago9
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
Bluesky·42d ago9
I've released an update to my book "The SwiftUI Way"! It expands the coverage of SwiftUI data flow, view updates, and performance, and includes new guidance for changes introduced in Xcode 27: books.nilcoalescing.com/the
iOS craftbooks.nilcoalescing.com
Bluesky·39d ago8
What does it take to build local-first applications with Elixir in the browser? @bartblast.com talk at the @elixirconf.bsky.social covers Hologram’s recent progress, offline-first architecture, CRDTs, sync layers, and w
Privacy-firstyoutube.com
Hacker News·40d ago7
Trellis2.c – Local 3D generation with Vulkan and CUDA
Local LLMsgithub.com
Hacker News·41d ago5
Hedos – Local models in one native Mac app (llama.cpp, MLX, diffusers)
Local LLMshedos.ai
Dev.to·39d ago4
Part 2 — Search, palette, and settings
iOS craftdev.to
Hacker News·37d ago-87
Phosphor – a CRT TV video player for your Mac
Metal · ANEgithub.com
Hacker News·42d ago-87
Low-latency local LLM runner via OpenJDK Panama FFM (Java 22)
Local LLMsgithub.com
Hacker News·38d ago-90
Cashzilla – a local-first finance app (Android)
Privacy-firstnews.ycombinator.com
arXiv·42d ago-92
Adapting Diffusion-Based Music Synthesis to Speech and Singing Voice Conversion
DSP · Audioarxiv.org
arXiv·48d ago-92
EscFOA: Enhancing Spatial Learning for Visually Impaired Learners via Generative Spatial Audio in 360-Degree Educational Environments
DSP · Audioarxiv.org
arXiv·43d ago-93
VoxENES 2026: Benchmarking Generalization of Speech Spoofing Detectors Against LLM-Era TTS and Voice Conversion
DSP · Audioarxiv.org