✨ Check out this awesome post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: A fast, embedded key-value store in Rust TurboKV is an async embedded key-value database with atomic batches, ordered range scans, configurable durability, compression, and background compaction. cargo add turbokv cargo add tokio --features full Or add the dependencies directly: [dependencies] turbokv = "0.6" tokio = 💬 TurboKV's persisted Bloom-filter format uses hardware AES. Build x86/x86_64 targets with RUSTFLAGS="-C target-feature=+aes,+sse2", and ARM/AArch64 targets with RUSTFLAGS="-C target-feature=+aes,+neon". You may instead use -C target-cpu=native when the binary will run only on the same CPU model or a…
✨ Discover this must-read post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Free, local stem separation. No account. No upload. No subscription. JOIN THE COMMUNITY Drop in an MP3, WAV, FLAC, OGG/Opus, MP4, or M4A file, or paste a YouTube URL, and StemDeck splits the audio into up to six stems (vocals, drums, bass, guitar, piano, other). Play them back in a DAW-style multitrack mixer: mute, solo, balance levels, zoom the waveform, loop a region, and export individual stems or a custom mix. Everything runs locally on your own machine. What is this? StemDeck is a stem…
🚀 Explore this must-read post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Small tabletop RPG designers and publishers have expressed concerns about meeting the regulatory changes recently introduced by the Packaging and Packaging Waste Regulation (PPWR), a new legislative framework for promoting sustainable packaging practices across Europe. With initial requirements being applied from August 12, the framework replaces the previous Packaging and Packaging Waste Directive (PPWD) in place since 1994. “Dont wanna be overly alarmist, but why don’t I see more people and designers freaking out over PPWR? It affects everyone shipping anything to any EU country,”…
🔥 Explore this must-read post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Context The Sumerian King List starts with eight kings who ruled before the flood. Their reign lengths are enormous and unusually regular. Three examples are 28,800 years, 36,000 years, and 43,200 years. Most are integer multiples of 3,600, and all eight are multiples of 600. Their total is 241,200 years. The input sequence tested here is the ETCSL composite antediluvian list: Order King Reign length 1 Alulim 28,800 years 2 Alalgar 36,000 years 3 Enmenluana 43,200 years 4 Enmengalana 28,800 years 5 Dumuzid 36,000 years…
✨ Explore this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Boot a virtual iPhone via Apple's Virtualization.framework using PCC research VM infrastructure. Host: Dependencies: brew install python@3.13 aria2 wget gnu-tar openssl@3 ldid-procursus sshpass keystone cmake libusb ipsw zstd brew install zqxwce/tap/vphone-cli git clone --recurse-submodules https://github.com/Lakr233/vphone-cli.git ./scripts/setup_tools.sh # install deps, build toolchain submodules, create the Python venv ./scripts/build.sh # build + sign vphone-cli, bundle the .app, cross-compile vphoned cd .build/vphone-cli.app/Contents/MacOS/ vphone-cli --help One command creates a VM end-to-end (download → patch → DFU restore → CFW install → first boot): vphone-cli vm create myphone -V jb…
🚀 Read this trending post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: ExamplesWrite text/code, generate images/videos, converse with usersClassify, extract, judge, normalize, match, scoreOperational ParadigmMany different user tasksOne task, many timesInteraction PatternUser-facing, transactionalTypically internal data processing & workflowsModel NeedsMaximum intelligence and size subject to cost constraintsMinimum intelligence and size required for accurate task completionServing & LatencyLow-latency, real-time/onlineHigh-throughput, batch/offlineDeterminism ExpectationsDiverse responses, emergent behaviorConsistency, close-to-deterministic behaviorUser PersonasConsumers, Misc. ProfessionalsData Scientists/Engineers, Ops, Evals, Product AnalyticsTask SupervisionSupervised, interactiveUnsupervisedAnalogOLTP Databases, Web ApplicationsOLAP Databases, Data Pipelines 🔥 **What’s your take?** Share your thoughts in the comments below! #️⃣ **#Analytical #Handbook #Sutro #Handbook** 🕒…
✨ Discover this awesome post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Smart TVs are everywhere! But who is the master? Amid the overall electronics boom thanks to A.I., one piece of electronics is almost unchanged financially. That is the digital display or flat-panel monitor. With good reason! The entire entertainment and streaming industry wants one of these devices in your living room. Not only wanting access to your wallet; companies are willing to violate customer trust to squeeze a few extra pennies out of the devices they sold you. To these companies, you technically never really…
💥 Discover this must-read post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Two product surfaces, one repo, one policy: Conduct Guard — the policy engine. Decides block / warn / audit / inject for every AI action before it executes, backed by signed configuration and a hash-chained audit log. Conduct Router — the LLM proxy. Point any provider SDK (Anthropic, OpenAI, Perplexity) at Router and every request runs through Guard on the way to the upstream provider. Governance, not observability Runtime firewalls like Straiker and Lakera tell you what an agent did. Guard controls what an agent…
💥 Check out this insightful post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Divy Srivastava · August 26, 2026App development has always been harder than web development for LLMs. Apps tend to have platform style norms and layouts, and they need to look and feel a certain way. People can feel when an app is “native” and crafted for their device. Plus, the web is open and universal in a way apps and app stores typically are not, which means LLMs have comparatively less data in their training sets.Many vibe-coding platforms have tried to solve the problem…
✨ Discover this must-read post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Holbrook Mohr and Mitch Weiss | The Atavist Magazine | July 2026 | 2,284 words (8 minutes) This is an excerpt from issue no. 178, “Toxic Lies.” January 3, 2026 In the isolation ward of a hospital in Birmingham, Alabama, a nurse approaches Ron Fowler’s bed, cell phone extended in her hand. “You have a call,” she says. Fowler’s eyes flutter open. He tugs off his oxygen tube and, with trembling fingers, accepts the phone. “Thanks,” he whispers, before turning his attention to us—the callers. From his voice it’s clear…
