Library · Daily Signals · 2026-08-11
Daily SignalsTuesday, August 11, 2026
Captured Aug 11, 2026, 07:26 AM UTC — 19 signals across 5 pillars, 7 source networks. Scores weighted by 7 terms: keyword relevance, artifact bonus, cross-source corroboration, discovery corroboration, star velocity, engagement, recency.
Written from this digest
The field note this scan produced — each one takes a single signal below and checks its numbers against something already shipped.
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 24Hacker News + Hugging Face· 14d ago
HuggingFace Model: unsloth/Muse-Glimmer-30B-GGUF
by unsloth
Hugging Face·14d ago21
HuggingFace Model: meta-models/Muse-Glimmer-30B-GGUF
On-device AIhuggingface.co
Hacker News·15d ago19
PrivateRedact – Offline PII redaction with a local LLM, no cloud
Local LLMsgithub.com
Hugging Face·14d ago18
HuggingFace Model: sakamakismile/Qwen3-VL-32B-Heretic-MiniMax-H3-NVFP4
On-device AIhuggingface.co
Wikipedia pageviews·15d ago17
inditubedb-house-of-the-dragon-season-3-youtube-reviews — Explore the best YouTube channels for House of the Dragon Season 3 finale reviews with IndiTubeDb, your AI-powered discovery platform for trusted creator recommendations.
Signalgithub.com
Hacker News·15d ago15
I put a local LLM agent inside a menu-bar Mac monitor (and you can leave it off)
Local LLMsgithub.com
Bluesky·15d ago15
Swift Concurrency brings a more structured approach to concurrency, but using it in apps isn't always easy. Udani Fernando explores how Swift Concurrency fits into real SwiftUI applications, in "From GCD to Swift Concurr
iOS craftiosdevuk.com
Hacker News·15d ago15
I Benchmarked Local LLMs on the Laptop I Have
Local LLMsmamonas.dev
GitHub·23d ago15
LazyLayoutKit – Write your own SwiftUI layout — masonry, timeline, calendar, board — and have it build only the views on screen. 120fps
On-device AIgithub.com
Dev.to·15d ago14
Xcode 27: Everything Developers Need to Know
iOS craftdev.to
Bluesky·14d ago13
The Those Who Swift newsletter has launched a new Devs for Devs section, and I had the pleasure of writing the first article 😊 I shared some practical things to check when preparing an existing app for iOS 27, from resi
iOS craftthosewhoswift.substack.com
arXiv·15d ago13
Beyond Direct Identifiers: Probabilistic Privacy Risk Estimation for Privacy-Conscious LLM Query Delegation
Local LLMsarxiv.org
Bluesky + Hacker News·16d ago13
Gotcha- First on-device AI copilot for Android
On-device AIsamosa-ai.com
arXiv·16d ago13
RAG-Based Auto-Configuration for Industrial Fieldbus Devices
Local LLMsarxiv.org
GitHub·272d ago13
inference – High-performance Ultralytics YOLO inference in Rust with ONNX Runtime, GPU backends, CLI, and WebGPU/WASM.
On-device AIgithub.com
GitHub·1264d ago13
llama.cpp – LLM inference in C/C++
Local LLMsgithub.com
GitHub·18d ago11
surface-forge – SwiftUI + Metal surfaces that react to device tilt. Swift package, MIT, no dependencies.
iOS craftgithub.com
GitHub·106d ago10
Aurora – Most accurate, simple and customisable Apple Intelligence–style glow for SwiftUI, backed by Metal shaders.
Metal · ANEgithub.com
GitHub·51d ago7
mac-performance-monitor – A diagnostic performance logging utility for macOS: logs CPU, memory, GPU, network, and battery from the menu bar to hel
iOS craftgithub.com