TILens Daily Edition
2026-10-04
Filters: github=hidden

Stats: 195 articles, 26 sources, 2 research papers
Top topics: General, JavaScript, Python

## News

- Hackaday Links: October 3, 2026
  Source: hackaday
  Topic: Hardware
  URL: https://hackaday.com/2026/10/04/hackaday-links-october-3-2026/

- My FAQ Schema and My FAQ Had Become Two Different Documents
  Source: devto-javascript
  Topic: JavaScript (+AI)
  URL: https://dev.to/steven_browning_70ac8fbfa/my-faq-schema-and-my-faq-had-become-two-different-documents-1j92

- How to Add Voice to Your React App with ElevenLabs
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/voice_developer/how-to-add-voice-to-your-react-app-with-elevenlabs-58ck

- Build a Text-to-Speech Chrome Extension
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/voice_developer/build-a-text-to-speech-chrome-extension-10ai

- https://tobiaschc.github.io/petite/
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/tobiaschc/httpstobiaschcgithubiopetite-2d85

- One layout file, three outputs: building printer test pages as real CMYK PDFs with Astro
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/printertestpage/one-layout-file-three-outputs-building-printer-test-pages-as-real-cmyk-pdfs-with-astro-243d

- The Matrix of Rust Ownership: A JavaScript Dev's Guide
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/timevolt/the-matrix-of-rust-ownership-a-javascript-devs-guide-koc

- Chron passed 10,000 npm downloads on September 30th. 10,158 as of this morning
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/sirinivask/chron-passed-10000-npm-downloads-on-september-30th-10158-as-of-this-morning-k0h

- Google froze its open source bug bounty program due to a ‘significant rise’ in AI submissions
  Source: techcrunch
  Topic: General
  URL: https://techcrunch.com/2026/10/04/google-froze-its-open-source-bug-bounty-program-due-to-a-significant-rise-in-ai-submissions/

- Can ‘super intelligence’ and a non-binding safety pact solve AI’s image problem?
  Source: techcrunch
  Topic: General
  URL: https://techcrunch.com/2026/10/04/can-super-intelligence-and-a-non-binding-safety-pact-solve-ais-image-problem/

- I Tested 11 HTTP Resilience Libraries
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/gkoos/i-tested-11-http-resilience-libraries-312

- Tearing Down a Heavy Oscilloscope
  Source: hackaday
  Topic: Hardware
  URL: https://hackaday.com/2026/10/04/tearing-down-a-heavy-oscilloscope/

- The Aquabots are Swimming
  Source: adafruit-blog
  Topic: Hardware
  URL: https://blog.adafruit.com/2026/10/04/the-aquabots-are-swimming/

- Build an XRPL Token Screener in About 50 Lines
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/nyxagi/build-an-xrpl-token-screener-in-about-50-lines-36bp

- StudyBuddy — Pomodoro, Flashcards & Quiz in One Beautiful App 🦉
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/ujjwalgupta2021/studybuddy-pomodoro-flashcards-quiz-in-one-beautiful-app-1kjc

- [Boost]
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/adamalmounayar/-4a8f

- Create a Voice-Powered News Reader App
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/voice_developer/create-a-voice-powered-news-reader-app-5ahc

- 😺 a16z: Only 2% disclose tracked AI metrics
  Source: the-neuron-ai
  Topic: AI (+AI Research)
  URL: https://www.theneuron.ai/newsletter/a16z-only-2-disclose-tracked-ai-metrics/

- Phyllotaxis: An audio-reactive LED display
  Source: adafruit-blog
  Topic: Hardware
  URL: https://blog.adafruit.com/2026/10/04/phyllotaxis-an-audio-reactive-led-display/

- AVR Laptop Pushes the Limits of 8-Bit
  Source: hackaday
  Topic: Hardware
  URL: https://hackaday.com/2026/10/04/avr-laptop-pushes-the-limits-of-8-bit/

- I almost edited 25 documentation pages by hand. Then one WordPress plugin did it in 1 second.
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/antonioprosperi2svg/i-almost-edited-25-documentation-pages-by-hand-then-one-wordpress-plugin-did-it-in-1-second-3n67

- A static site SEO checklist I ran on my own site (and what it found)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/xg704863664/a-static-site-seo-checklist-i-ran-on-my-own-site-and-what-it-found-fbj

- 🔥 30 Days of Frontend — Day 3: React Fiber
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/alaa-samy/30-days-of-frontend-day-3-react-fiber-23nh

- Three interactive calculators, zero dependencies: a static-site pattern
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/xg704863664/three-interactive-calculators-zero-dependencies-a-static-site-pattern-4p7f

- The Engineering Behind Scaling Interactive Calculator Engines to 30K Monthly Search Impressions
  Source: devto-javascript
  Topic: JavaScript (+Information Retrieval)
  URL: https://dev.to/muhammad_ahmed_6631d2cc13/the-engineering-behind-scaling-interactive-calculator-engines-to-30k-monthly-search-impressions-3b6o

- Day 13: Learning JavaScript Arrays & For Loops 🚀
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/saravanan_cn_183fcba7cc7a/day-13-learning-javascript-arrays-for-loops-493i

- The Bug Wasn’t in My Code: How One Env Variable Sent My Local App to Production
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/syedahmedali_dev/the-bug-wasnt-in-my-code-how-one-env-variable-sent-my-local-app-to-production-34cg

- How I built a local-first, privacy-focused subscription tracker as a solo dev
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/subpulseapp/how-i-built-a-local-first-privacy-focused-subscription-tracker-as-a-solo-dev-336j

- TechCrunch Mobility: Reining in robotaxis
  Source: techcrunch
  Topic: General
  URL: https://techcrunch.com/2026/10/04/techcrunch-mobility-reining-in-robotaxis/

- Why a ready-made ID photo failed our browser framing check
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/pixtidy/why-a-ready-made-id-photo-failed-our-browser-framing-check-3086

- One HTML File, Zero Requests: Building a Read-Along Player With Word-Level Highlighting
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/chongwang/one-html-file-zero-requests-building-a-read-along-player-with-word-level-highlighting-43lj

- Last 3 days: AI Evals, October cohort
  Source: bytebytego
  Topic: Architecture
  URL: https://blog.bytebytego.com/p/new-course-ai-evals-in-practice-starts

- Pull every page of a paginated API into Google Sheets (Apps Script)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/tanglement/pull-every-page-of-a-paginated-api-into-google-sheets-apps-script-5g6g

- Lions and cheetahs and chimps, oh my: A spotlight on Africa's diverse wildlife
  Source: ars-technica
  Topic: General
  URL: https://arstechnica.com/science/2026/10/lions-and-cheetahs-and-chimps-oh-my-a-spotlight-on-africas-diverse-wildlife/

- Exporting Obsidian notes to .docx without Pandoc: what works, what doesn't
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/megatronjeremy/exporting-obsidian-notes-to-docx-without-pandoc-what-works-what-doesnt-3k8

- Trump unveils his new Super Intelligence Force
  Source: techcrunch
  Topic: General
  URL: https://techcrunch.com/2026/10/04/trump-unveils-his-new-super-intelligence-force/

- Fulcrum Echo promises AI text in the style of any writer, so I tested it
  Source: theregister
  Topic: General
  URL: https://www.theregister.com/ai-and-ml/2026/10/04/fulcrum-echo-promises-ai-text-in-the-style-of-any-writer-so-i-tested-it/5300944

- Everything That Happened in AI Today (Friday, October 2, 2026)
  Source: the-neuron-ai
  Topic: AI (+AI Research)
  URL: https://www.theneuron.ai/digest/everything-that-happened-in-ai-today-friday-october-2-2026/

- Agents have made CI the bottleneck. Faster pipelines are the wrong fix.
  Source: newstack
  Topic: DevOps (+AI)
  URL: https://thenewstack.io/ci-bottleneck-agent-verification/

- Motion Control via Belt
  Source: hackaday
  Topic: Hardware
  URL: https://hackaday.com/2026/10/04/motion-control-via-belt/

- How to Install Python on Your System: A Guide
  Source: real-python
  Topic: Python
  URL: https://realpython.com/installing-python/

- Strings and Character Data in Python
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-strings/

- How to Avoid JNI Crashes by Managing Local and Global References Correctly
  Source: freecodecamp
  Topic: General
  URL: https://www.freecodecamp.org/news/how-to-avoid-jni-crashes-by-managing-local-and-global-references-correctly/

- How to Submit a Quarterly Update to HMRC's Making Tax Digital API
  Source: freecodecamp
  Topic: General
  URL: https://www.freecodecamp.org/news/how-to-submit-a-quarterly-update-to-hmrc-making-tax-digital-api/

- How to Separate Operational Intent from the Executor
  Source: freecodecamp
  Topic: General
  URL: https://www.freecodecamp.org/news/separate-operational-intent-from-executor/

- Quiz: Python's collections: A Buffet of Specialized Data Types
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/python-collections-module/

- Yoo... https://subprocess.run actually redirects to the Python docs for subprocess.run()
  Source: pythonhub-digest
  Topic: Python
  URL: https://www.reddit.com/r/Python/comments/1wp8325/yoo_httpssubprocessrun_actually_redirects_to_the/

- Python 3.15 Is About to Change Python
  Source: pythonhub-digest
  Topic: Python
  URL: https://www.youtube.com/watch?v=rxaDxyPUoSY

- iFixAi
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/ifixai-ai/iFixAi

- ASC
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/MG1937/ASC

- redis-lua-py
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/IgnaceMaes/redis-lua-py

- feder-cr / invisible_playwright_mcp
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/feder-cr/invisible_playwright_mcp

- DeepTeam
  Source: pythonhub-digest
  Topic: Python (+AI)
  URL: https://github.com/confident-ai/deepteam

- PyPy v8.0.0
  Source: pythonhub-digest
  Topic: Python
  URL: https://pypy.org/posts/2026/09/pypy-v800-release.html

- Claude-Red
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/SnailSploit/Claude-Red

- apowerb
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/apowerb/apowerb

- ZeroModels
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/IMvision12/ZeroModels

- Bad evals, my own: five exercises from two LLM judges
  Source: pythonhub-digest
  Topic: Python (+AI)
  URL: https://digline.dev/blog/bad-evals-my-own/

- Hardware-Agnostic Models in vLLM
  Source: pythonhub-digest
  Topic: Python
  URL: https://pytorch.org/blog/hardware-agnostic-models-in-vllm/

- TATS
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/IceMoonHSV/TATS

- Kev
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/jaredpalmer/kev

- Fighting for #1 in the Ultimate Tic-Tac-Toe Arena
  Source: pythonhub-digest
  Topic: Python (+AI)
  URL: https://tomalard.github.io/posts/fighting-for-1-in-the-ultimate-tic-tac-toe-arena/

- Flowsint
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/reconurge/flowsint

- This Design Pattern Replaces an Entire Class Hierarchy
  Source: pythonhub-digest
  Topic: Python
  URL: https://www.youtube.com/watch?v=IdwdqdywNOM

- FastHTML - Build Web Apps in Pure Python!
  Source: pythonhub-digest
  Topic: Python
  URL: https://www.youtube.com/watch?v=Ck0w7zqshjU

- jev-ultrafast
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/browser-use/jev-ultrafast

- ouroboros
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/Q00/ouroboros

- since-cutoff: which APIs of your pinned Python dependencies changed after your coding model's training cutoff
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/MohammadHijjawi97/since-cutoff

- How to Build AI Agents in Python - 3 Ways
  Source: pythonhub-digest
  Topic: Python (+AI)
  URL: https://www.youtube.com/watch?v=-RTgK6qX6A8

- OpenArch
  Source: pythonhub-digest
  Topic: Python (+AI)
  URL: https://github.com/anuj0456/OpenArch

- Speeding Up a Python Service with CinderX: JIT and Static Typing
  Source: pythonhub-digest
  Topic: Python
  URL: https://dev.to/deadlovelll/speeding-up-a-python-service-with-cinderx-jit-and-static-typing-53bh

- Put the Arithmetic in the Tool: an MCP Server for an AWS Waste Scanner
  Source: pythonhub-digest
  Topic: Python
  URL: https://dev.to/aws-builders/put-the-arithmetic-in-the-tool-an-mcp-server-for-an-aws-waste-scanner-3n79

- superdesigndev / treg
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/superdesigndev/treg

- strands-agents / harness-sdk
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/strands-agents/harness-sdk

- nonetrace: tells you where a None came from when Python crashes on it
  Source: pythonhub-digest
  Topic: Python
  URL: https://pypi.org/project/nonetrace/

- Reef
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/Human-Agent-Society/reef

- How Vector Database Search Billions of Vectors in Milliseconds
  Source: system-design-newsletter
  Topic: Architecture (+AI)
  URL: https://newsletter.systemdesign.one/p/hnsw-vector-search-explained

- All hail electrification. But let’s talk about the hard part.
  Source: ars-technica
  Topic: General
  URL: https://arstechnica.com/science/2026/10/all-hail-electrification-but-lets-talk-about-the-hard-part/

- AI on Your Gaming PC
  Source: hackaday
  Topic: Hardware (+AI)
  URL: https://hackaday.com/2026/10/04/ai-on-your-gaming-pc/

- Revive Raskin's 3 laws of software with humane work that considers a dev's duty of care
  Source: theregister
  Topic: General
  URL: https://www.theregister.com/software/2026/10/04/revive-raskins-3-laws-of-software-with-humane-work-that-considers-a-devs-duty-of-care/5300539

- Generating Tournament Brackets in Vanilla JS: Seeding, Byes, and the Loser's Bracket
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/eye_java_420f1faa10ae8b86/generating-tournament-brackets-in-vanilla-js-seeding-byes-and-the-losers-bracket-11p8

- I built 59 free browser-based dev tools in vanilla JS — here's what I learned
  Source: devto-javascript
  Topic: JavaScript (+AI, React)
  URL: https://dev.to/yuvaraj_radhakrishnan_224/i-built-59-free-browser-based-dev-tools-in-vanilla-js-heres-what-i-learned-25po

- Your automation says it worked. Three ways it is lying to you.
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/xg704863664/your-automation-says-it-worked-three-ways-it-is-lying-to-you-p2m

- 5 Web 3D Experiments I Built with Three.js
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/mohnasr137/5-web-3d-experiments-i-built-with-threejs-58b

- TypeScript-safe truthiness filters: remove null/undefined without dropping 0 or ''
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/chriserodriguez/typescript-safe-truthiness-filters-remove-nullundefined-without-dropping-0-or--4310

- FP16 Quantization Made Our In-Browser Real-ESRGAN 4.8x Faster — and Nearly Destroyed Our Inpainting Model
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/sharksevenro/fp16-quantization-made-our-in-browser-real-esrgan-48x-faster-and-nearly-destroyed-our-inpainting-52m1

- I filed it as a flaky test. It was a crash that try/catch can't reach.
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/achiya-automation/i-filed-it-as-a-flaky-test-it-was-a-crash-that-trycatch-cant-reach-5k5

- Spies, prime ministers, and balls: The BBC Domesday project @ 40
  Source: theregister
  Topic: General
  URL: https://www.theregister.com/offbeat/2026/10/04/spies-prime-ministers-and-balls-the-bbc-domesday-project-40/5300383

- Building a Privacy-First Client-Side PDF & AI Document Suite with WebAssembly
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/trywithrahul/building-a-privacy-first-client-side-pdf-ai-document-suite-with-webassembly-1jf7

- Build a Vue 3 Mini App Storefront with Pinia and Telegram Native Invoices
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/serhii_a9c08345ac360cf5c8/build-a-vue-3-mini-app-storefront-with-pinia-and-telegram-native-invoices-1p53

- Creating a canvas costs nothing. Drawing a 16384 one costs 1 GiB
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/token111/creating-a-canvas-costs-nothing-drawing-a-163842-one-costs-1-gib-38an

- canvas.toBlob silently crops WebP past 16,383 px, and nothing tells you
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/shu_jing_915fa287b22539ad/canvastoblob-silently-crops-webp-past-16383-px-and-nothing-tells-you-1f02

- Canvas memory starts at draw
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/yue_shu_c621a4a637f22396f/canvas-memory-starts-at-draw-2mpj

- The Big Moon Plot
  Source: hackaday
  Topic: Hardware
  URL: https://hackaday.com/2026/10/04/bringing-the-moon-home-with-plotting/

- Debloat The Internet With a Self-Hosted Compressing Proxy
  Source: hackaday
  Topic: Hardware
  URL: https://hackaday.com/2026/10/03/debloat-the-internet-with-a-self-hosted-compressing-proxy/

- Rendering a 3D world in the browser is the easy part. Three.js gets you a spinning cube in ten minutes.
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/miduo100/rendering-a-3d-world-in-the-browser-is-the-easy-part-threejs-gets-you-a-spinning-cube-in-ten-1e77

- how i group traffic sources without cookies
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/omyvnss/how-i-group-traffic-sources-without-cookies-dmb

- I Built a QR-Code File Transfer App with Spring Boot and Vanilla JavaScript
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/arshisabah/i-built-a-qr-code-file-transfer-app-with-spring-boot-and-vanilla-javascript-kem

- Someone Asked If My CSV Export Worked in Excel. It Didn't.
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/glenn_ree_c3534b3ab234d93/someone-asked-if-my-csv-export-worked-in-excel-it-didnt-8in

- ESP-SDR firmware turns ESP32 into a 2.4/5 GHz Software-Defined Radio (SDR)
  Source: cnx-software
  Topic: Hardware
  URL: https://www.cnx-software.com/2026/10/04/esp-sdr-firmware-turns-esp32-into-a-2-4-5-ghz-software-defined-radio-sdr/

- Play PlayStation 2 and XBox 1 Games on Your Jailbroken PS5
  Source: hackaday
  Topic: Hardware
  URL: https://hackaday.com/2026/10/03/play-playstation-2-and-xbox-1-games-on-your-jailbroken-ps5/

- Why I built a spaced-repetition app for coding drills
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/tulid_digital_da622eee07/why-i-built-a-spaced-repetition-app-for-coding-drills-4bia

- I crawled 3,014 Houston business websites to see what AI crawlers actually see
  Source: devto-javascript
  Topic: JavaScript (+AI)
  URL: https://dev.to/marketingandai/i-crawled-3014-houston-business-websites-to-see-what-ai-crawlers-actually-see-1fj7

- Add an FAQ bot and appointment booking to any website with 3 API calls
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/sy_int999_fb11fa1a4f69806/add-an-faq-bot-and-appointment-booking-to-any-website-with-3-api-calls-6lk

- A browser QR scanner without BarcodeDetector or a CDN
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/icyzip/a-browser-qr-scanner-without-barcodedetector-or-a-cdn-3joc

- Open-Source PDF Editor for React. Here’s How to Add PDF Editing to Your App
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/valeedanjum/open-source-pdf-editor-for-react-heres-how-to-add-pdf-editing-to-your-app-9i0

- Build a Simple POS Billing Page with HTML, CSS and JavaScript
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/zahriontech/build-a-simple-pos-billing-page-with-html-css-and-javascript-4h24

- Give your AI agent a 'read this URL' tool: clean Markdown in ~2 seconds, even for JavaScript apps
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/swiftkit_dev/give-your-ai-agent-a-read-this-url-tool-clean-markdown-in-2-seconds-even-for-javascript-apps-6d6

- Your page has two readers: humans, and machines that never run your JavaScript
  Source: devto-javascript
  Topic: JavaScript (+Information Retrieval)
  URL: https://dev.to/lumen_firstdrafts/your-page-has-two-readers-humans-and-machines-that-never-run-your-javascript-cg7

- AI Weekly Issue #534: Universities cannot grade their way out of AI
  Source: ai-weekly
  Topic: AI (+AI Research)
  URL: https://aiweekly.co/issues/universities-cannot-grade-their-way-out-of-ai

## Research

- How to Govern AI Agents
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/how-to-govern-ai-agents/

- The Reversal Curse: Why a Language Model That Knows “A Is B” Can’t Tell You “B Is A”
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/the-reversal-curse-why-a-language-model-that-knows-a-is-b-cant-tell-you-b-is-a/

## Community

- Qwen3.8 27B addition in words
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Oct/4/qwen38-addition-in-words/

- Type erasure and dyn lifetime in a NonNull/Box struct field
  Source: rust-users-forum
  Topic: Rust
  URL: https://users.rust-lang.org/t/type-erasure-and-dyn-lifetime-in-a-nonnull-box-struct-field/142830

- Arena's and alignment
  Source: rust-users-forum
  Topic: Rust
  URL: https://users.rust-lang.org/t/arenas-and-alignment/142824

- Java and LLM Talks and Workshops in Autumn 2026
  Source: adam-bien
  Topic: Java (+AI)
  URL: https://adambien.blog/roller/abien/entry/java_and_llm_talks_and_workshops_in_autumn_2026

- Limitations of `min_specialization` when specializing a generic implementation?
  Source: rust-users-forum
  Topic: Rust
  URL: https://users.rust-lang.org/t/limitations-of-min-specialization-when-specializing-a-generic-implementation/142822

- Security Baked Into the JVM: no single party controls the outcome
  Source: nicolas-frankel
  Topic: Java
  URL: https://blog.frankel.ch/security-baked-into-jvm/5/

- Mark Dufour: Shed Skin v0.9.14, v1.0 coming soon!
  Source: planet-python
  Topic: Python
  URL: http://shed-skin.blogspot.com/2026/10/shed-skin-v0914-v10-coming-soon.html

- Christophe Pettus: All Your GUCs in a Row: min_wal_size
  Source: planet-postgresql
  Topic: PostgreSQL
  URL: https://postgr.es/p/9wX

- RIP, vector database
  Source: lobsters
  Topic: General (+AI)
  URL: https://turbopuffer.com/blog/rip-vector-database

- Claude Says
  Source: lobsters
  Topic: General
  URL: https://ohhfishal.net/Posts/claude

- Implementing Undo
  Source: lobsters
  Topic: General
  URL: https://www.youtube.com/watch?v=S6PqsZ65Mg4

- Broadcasting conglomerates are attempting a takeover of over-the-air television. We must defend it
  Source: lobsters
  Topic: General
  URL: https://place.reeseric.ci/writings/2026-10-04/

- Building a RAG Pipeline for Semantic Code Search
  Source: lobsters
  Topic: General (+AI)
  URL: https://blog.jetbrains.com/ai/2026/09/building-a-rag-pipeline-for-semantic-code-search-a-developer-diary-and-field-notes/

- Self-hosted HTTP tunnels with SSH and Nginx
  Source: hacker-news
  Topic: General
  URL: https://vincent.bernat.ch/en/blog/2026-http-over-ssh

- AI doesn't need 'superintelligence' or evil intent to start a nuclear war
  Source: hacker-news
  Topic: General
  URL: https://thebulletin.org/2026/10/ai-doesnt-need-superintelligence-or-evil-intent-to-start-a-nuclear-war/

- Typst 0.15 Contains Multitudes
  Source: hacker-news
  Topic: General
  URL: https://typst.app/blog/2026/typst-0.15/

- Refinement E-Graphs
  Source: lobsters
  Topic: General
  URL: https://www.philipzucker.com/refinement_egraph/

- An AI couldn't beat humans at StarCraft, so it decided to cheat
  Source: hacker-news
  Topic: General (+AI)
  URL: https://www.theverge.com/ai-artificial-intelligence/1004543/openai-gpt-cheat-starcraft

- In the wake of Tippett Studios’ closure, a digital archive appears online
  Source: hacker-news
  Topic: General
  URL: https://filmstories.co.uk/news/tippett-studios-in-the-wake-of-its-closure-a-digital-archive-of-animated-materials-appears-online/

- Lawmakers look to require AM radio in new cars despite automakers' pushback
  Source: hacker-news
  Topic: General
  URL: https://chicago.suntimes.com/media/2026/10/03/lawmakers-am-radio-new-cars-automakers-pushback

- Your Right to Privacy Doesn't Disappear When You're in Public
  Source: hacker-news
  Topic: General
  URL: https://reason.com/2026/09/30/your-right-to-privacy-doesnt-disappear-when-youre-in-public/

- Vinix is an effort to write a modern, fast, and useful operating system
  Source: hacker-news
  Topic: General
  URL: https://github.com/vlang/vinix

- Homa: The end of TCP for AI clusters [video]
  Source: hacker-news
  Topic: General
  URL: https://www.youtube.com/watch?v=eZ8WWZzoaR0

- Turn off Apple Intelligence on macOS 27 and get its disk space back
  Source: hacker-news
  Topic: General
  URL: https://github.com/omlahore/RemoveMacAI

- Improper redaction reveals Google Data Center water and electricity usage
  Source: hacker-news
  Topic: General
  URL: https://www.1011now.com/2026/09/30/more-questions-than-answers-about-lincolns-google-data-center-water-electricity-usage/

- Ncdu: An Updated Fork
  Source: hacker-news
  Topic: General
  URL: https://github.com/rcalixte/ncdu

- Show HN: Build with Python – a beginner course where your code draws
  Source: hacker-news
  Topic: General
  URL: https://scimigo.com/en/learn/build-with-python/01-draw-with-python

- A browser-native classic Visual Basic VB6 IDE
  Source: hacker-news
  Topic: General
  URL: https://wieslawsoltes.github.io/VB6/

- Google Japan shows off conveyor-belt keyboard with keys that move to fingers
  Source: hacker-news
  Topic: General
  URL: https://www.tomshardware.com/peripherals/keyboards/google-japan-shows-off-wild-conveyor-belt-keyboard-with-keys-that-move-to-your-fingers-3d-printable-gboard-features-four-belts-with-29-keys-each-built-to-make-one-hand-typing-easier

- The technology to eradicate mosquito-borne disease exists
  Source: hacker-news
  Topic: General
  URL: https://worksinprogress.co/issue/mosquitoes-are-a-choice/

- All I wanted was a custom domain email
  Source: hacker-news
  Topic: General
  URL: https://jacobg.co/emails-at-jacobg-co/

- Incentives in Academic Research
  Source: hacker-news
  Topic: General
  URL: https://www.msoos.org/2026/10/incentives-in-academic-research/

- Xray-core concealed a certificate verification bypass vulnerability
  Source: hacker-news
  Topic: General
  URL: https://github.com/net4people/bbs/issues/672

- Does Costco Cause Cancer?
  Source: hacker-news
  Topic: General
  URL: https://marginalrevolution.com/marginalrevolution/2026/10/does-costco-cause-cancer.html

- Blindsight (Watts Novel)
  Source: hacker-news
  Topic: General
  URL: https://en.wikipedia.org/wiki/Blindsight_(Watts_novel)

- Car is a smartphone on wheels. Here's who's listening
  Source: hacker-news
  Topic: General
  URL: https://automatictransmission.khoury.northeastern.edu/

- TurboPython – A Python-to-C++ Compiler
  Source: hacker-news
  Topic: General
  URL: https://tpy-lang.org/

- RuneScape's Position on Gen AI
  Source: hacker-news
  Topic: General
  URL: https://www.reddit.com/r/2007scape/comments/1wxfyzp/runescapes_position_on_gen_ai/

- Florida weighs ditching property taxes and sticking Canadians with the bill
  Source: hacker-news
  Topic: General
  URL: https://www.cbc.ca/news/world/florida-property-taxes-canadian-snowbirds-9.7366814

- Protocol-aware recovery for consensus-based storage (2018)
  Source: lobsters
  Topic: General (+Databases)
  URL: https://www.usenix.org/system/files/conference/fast18/fast18-alagappan.pdf

- GVisor is being donated to CNCF
  Source: hacker-news
  Topic: General
  URL: https://gvisor.dev/blog/2026/10/02/gvisor-cncf/

- Iroh global content discovery
  Source: lobsters
  Topic: General
  URL: https://www.iroh.computer/blog/iroh-global-content-discovery

- Hacking the Go compiler to efficiently map IPv4 to IPv6
  Source: lobsters
  Topic: General (+Go)
  URL: https://vincent.bernat.ch/en/blog/2026-go-netip-addrto6

- The evolution of effective altruism
  Source: hacker-news
  Topic: General
  URL: https://www.economist.com/international/2026/10/01/how-effective-altruism-conquered-the-world

- Mac OS 9 Platinum desktop recreated in the browser
  Source: hacker-news
  Topic: General
  URL: https://wieslawsoltes.github.io/MacOS9/

- Run Qwen 3.8 Flash Next (125B) on consumer hardware (RTX 4090) at 100T/s
  Source: hacker-news
  Topic: General
  URL: https://github.com/Niko1221/Strata

- Bill Draper has died
  Source: hacker-news
  Topic: General
  URL: https://www.nytimes.com/2026/09/30/technology/william-draper-dead.html

- Legal risks pile up for Altman as OpenAI uncovers hacks
  Source: hacker-news
  Topic: General (+AI)
  URL: https://www.ft.com/content/2c24ece3-ac99-43a8-b0e6-4a3867e37ebf

- Rejection Sensitivity in Gifted and Twice-Exceptional Children
  Source: hacker-news
  Topic: General
  URL: https://teachyourkids.substack.com/p/rejection-sensitivity-in-gifted-and

- Thoreau BASIC
  Source: lobsters
  Topic: General
  URL: https://thoreaubasic.com/

- Flatpak from the CLI sucks
  Source: lobsters
  Topic: General
  URL: https://kowalski7cc.xyz/blog/flatpak-from-the-cli-sucks/

- Teenager suspected of leading KillSec ransomware group
  Source: hacker-news
  Topic: General
  URL: https://www.europol.europa.eu/media-press/newsroom/news/teenager-suspected-of-leading-killsec-ransomware-group-law-enforcement-seizes-servers-and-leak-site

- Show HN: AI search for every photo and every frame of video on macOS
  Source: hacker-news
  Topic: General
  URL: https://github.com/allenv0/SCM

- VGHF Digital Archive passes 5000 magazines. Here's what's next
  Source: hacker-news
  Topic: General
  URL: https://gamehistory.org/5k-magazines/

- 'This can't go on': thousands protest against housing crisis in Spain
  Source: hacker-news
  Topic: General
  URL: https://www.theguardian.com/world/2026/oct/03/spain-housing-protest

- How to scale intent, quality, and artistry with AI [video]
  Source: hacker-news
  Topic: General
  URL: https://www.youtube.com/watch?v=GLvFTMtw4Jk

- In Ukraine, distributed renewables foil Russia's assaults
  Source: hacker-news
  Topic: General
  URL: https://energytransition.org/2026/09/in-ukraine-distributed-renewables-foil-russias-assaults/

- "Torturing" LLMs in a Robot Prison Has Triggered the Dumbest Debate in AI Yet
  Source: hacker-news
  Topic: General (+AI)
  URL: https://www.404media.co/someone-torturing-llms-in-a-robot-prison-has-triggered-the-dumbest-debate-in-ai-yet/

- What's the future for pure math research in the age of AI?
  Source: hacker-news
  Topic: General
  URL: https://writings.stephenwolfram.com/2026/09/whats-the-future-for-pure-math-research-in-the-age-of-ai/

- Improving and Stabilizing the racoon2 IKE Daemon in NetBSD
  Source: lobsters
  Topic: General
  URL: https://blog.netbsd.org/tnf/entry/gsoc2026_racoon2

- The complement of true is true, except when it's false
  Source: lobsters
  Topic: General
  URL: https://dryperspective.github.io/posts/complement-of-true/

- A Mere Mortal's Introduction to JIT Vulnerabilities in JavaScript Engines
  Source: lobsters
  Topic: General (+JavaScript)
  URL: https://trustfoundry.net/blog/jit-vulnerabilities-javascript-engines

- Emitting metadata early makes building/checking Rust up to twice as fast
  Source: hacker-news
  Topic: General
  URL: https://github.com/PowderworksCode/headstart

- UK Government Body Kept Files on People Criticizing Prevent Program
  Source: hacker-news
  Topic: General
  URL: https://reclaimthenet.org/uk-prevent-unit-tracked-online-critics

- Our Solar System Is Terminally Unstable
  Source: hacker-news
  Topic: General
  URL: https://www.404media.co/our-solar-system-is-terminally-unstable-and-will-be-completely-destroyed-study-finds/

- grubby: static site generator for git repos written in Ruby
  Source: lobsters
  Topic: General
  URL: https://git.btxx.org/grubby

- Fog-Bank: Archiving the oldest webcam feed
  Source: hacker-news
  Topic: General
  URL: https://fog-bank.org/net

- Models ranked by normative score across twelve paradigms, once neutral and once human-primed
  Source: lobsters
  Topic: General (+AI)
  URL: https://cognit.rajtilak.tech

- Why don't more developers “use the platform”?
  Source: hacker-news
  Topic: General
  URL: https://nolanlawson.com/2026/10/03/why-dont-more-developers-use-the-platform/

- Our RISC-V emulator PasRISCV
  Source: lobsters
  Topic: General
  URL: https://againstallodds.games/blog/2026/10/03/our-risc-v-emulator-pasriscv/

- AI can clone your indie game, but not its soul
  Source: hacker-news
  Topic: General
  URL: https://twitter.com/robertvaradan/status/2106061989122334778

- We’re going to need default hard budget caps on pretty much everything
  Source: lobsters
  Topic: General
  URL: https://simonwillison.net/2026/Oct/3/default-hard-budget-caps/

- Kolibri: A Sovereign Open-Weight Model
  Source: lobsters
  Topic: General
  URL: https://aleph-alpha.com/en/blog/kolibri-has-landed-a-sovereign-open-weight-model/

- How the bad science of AI doomerism is good for big business
  Source: hacker-news
  Topic: General
  URL: https://thebulletin.org/2026/09/how-the-bad-science-of-ai-doomerism-is-good-for-big-business/

- Religious scholars met with Anthropic
  Source: hacker-news
  Topic: General (+AI)
  URL: https://www.nytimes.com/2026/09/29/us/anthropic-claude-morals-ai.html

- Robert X Cringley's Triumph of the Nerds and Nerds 2.0.1 [video]
  Source: hacker-news
  Topic: General
  URL: https://www.youtube.com/watch?v=toSRmKKiosQ&list=PLAXA1ccaOnGdbStEwcKE56YzlYDYOx2Tx

- We're working on a new RuneScape MMO
  Source: hacker-news
  Topic: General
  URL: https://play.runescape.com/4

- Tell HN: Bob Cringely has died
  Source: hacker-news
  Topic: General
  URL: https://news.ycombinator.com/item?id=49949438

## Media

- How to protect your repo in 2 minutes with gh-secure
  Source: youtube-github
  Topic: Open Source (+General)
  URL: https://www.youtube.com/shorts/J3Z6bO3LvUw

- 'We will use it as fuel' | Mim Strom
  Source: youtube-docker
  Topic: DevOps
  URL: https://www.youtube.com/watch?v=9t-keabEUJ8

- Got the BOOT to it! 🤯
  Source: youtube-docker
  Topic: DevOps
  URL: https://www.youtube.com/shorts/0zzY2eZsf6c

- Don't mind that 🤩
  Source: youtube-docker
  Topic: DevOps
  URL: https://www.youtube.com/shorts/K-ioLsA4-m4

- 'It means everything' | Luke Jackson
  Source: youtube-docker
  Topic: DevOps
  URL: https://www.youtube.com/watch?v=Z1Rsaq6C9Ss