Library · Daily Signals · 2026-08-01
Daily SignalsSaturday, August 1, 2026
Captured Aug 1, 2026, 12:05 PM UTC — 24 signals across 6 pillars, 6 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· 24d ago
openmed – Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 2,200+ medical models, 2
by maziyarpanahi
GitHub·24d ago24
TurboLLM – Run any local LLM engine, auto-tuned to your GPU — polished web UI + OpenAI/Anthropic-compatible API. Point Claude Code
Local LLMsgithub.com
GitHub·24d ago24
kernel-ai-assistant – Jandal AI — Local-first Android AI assistant with on-device LLM inference, semantic memory, and extensible skill framewo
On-device AIgithub.com
GitHub·24d ago24
EnviousWispr – Free, sub-second on-device AI dictation for macOS. Dual engines (Whisper + Parakeet) on Apple Silicon. Optional AI polis
On-device AIgithub.com
GitHub·24d ago23
pxq_llama.cpp – PXQ: PXA-native low-bit MoE quants (2/3/4-bit, E16-row scales) + fused CUDA kernels for Pascal/Volta — run a real 35B on
On-device AIgithub.com
GitHub·24d ago22
EdgeBrain – 🧠 EdgeBrain — Lightweight edge AI inference engine. Run ML models locally with sub-100ms latency. No cloud. No API keys
On-device AIgithub.com
Bluesky·25d ago19
YazSes: offline hold-to-talk voice dictation for Linux/macOS/Windows — types into any app, fully on-device (no cloud, no API key). Looking for contributors — fresh good first issues (docs, translations, features): github
On-device AIgithub.com
Bluesky·25d ago18
DeepSeek V4 Flash 0731 can now be run locally! 🐳 Run DeepSeek V4 Flash lossless 4-bit on 168GB RAM and 3-bit on 110GB RAM. V4 Flash 0731 outperforms V4 Pro. Run via Unsloth or llama.cpp. Smaller quants coming today.
Local LLMsunsloth.ai
Hacker News·25d ago13
Prompt-scrub – local-first PII redaction for LLM prompts and responses
Privacy-firstnanocollective.org
Bluesky + Lobste.rs·28d ago11
NightRun boots local LLMs directly on a Raspberry Pi’s bare metal.
Local LLMshackster.io
Bluesky·27d ago9
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·29d ago9
Retrieval-Augmented Large Language Models as Components of Cognitive Computing architecture for Regulatory Knowledge Management
Local LLMsarxiv.org
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
Hacker News·27d ago8
My Local LLM Scored 6/6. It Was Wrong Every Time
Local LLMsmarkbhall.dev
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
Hacker News·30d ago5
Let Local LLMs Search the Web Without Burning 100k+ Tokens
Local LLMsmedium.com
arXiv·26d ago-84
Teffic-Audio: Tell Fact from Fiction
DSP · Audioarxiv.org
arXiv·26d ago-86
RIPPLE: Generating Multi-Channel Phase, Not Recovering It
DSP · Audioarxiv.org
arXiv·26d ago-89
CrowdioSet and PaRIRset: Two Datasets Towards Live Music Source Separation
DSP · Audioarxiv.org
Dev.to·26d ago-90
Background App Refresh in iOS: Implementation, Debugging & Pitfalls (Part 2)
iOS craftdev.to
Hacker News·27d ago-90
Kedge – Full-stack cloud with forkable VM snapshots and global SQLite
Privacy-firstkedge.dev
Dev.to·27d ago-92
Supporting Multiple iOS Versions in SwiftUI Without Turning Your Views Into a Mess
iOS craftdev.to
Dev.to·27d ago-92
The Silent iOS 17 Crash Hiding in `@Dependency` and `withTaskGroup`
iOS craftdev.to
Hacker News·29d ago-92
Kimi K3 Now Available via Telnyx Inference API
Privacy-firsttelnyx.com