TILens Daily Edition
2026-11-01
Filters: github=hidden

Stats: 219 articles, 24 sources, 3 research papers
Top topics: General, JavaScript, Python

## News

- Game Off 2026: The theme is SHIFT
  Source: github-blog
  Topic: Open Source
  URL: https://github.blog/open-source/gaming/game-off-2026-the-theme-is-shift/

- Linus Torvalds says Linux kernel is out of 'stabilization phase' and using 'much healthier model' for AI contributions
  Source: theregister
  Topic: General
  URL: https://www.theregister.com/os-platforms/2026/11/01/linus-torvalds-says-linux-kernel-is-out-of-stabilization-phase-and-using-much-healthier-model-for-ai-contributions/5306852

- OpenAI might rebrand its data centers as ‘AI compute campuses’
  Source: techcrunch
  Topic: General (+AI)
  URL: https://techcrunch.com/2026/11/01/openai-might-rebrand-its-data-centers-as-ai-compute-campuses/

- Adafruit Weekly Editorial Round-Up: FLAC and Ogg Playback with CircuitPython, CG Turbo Demos in CircuitPython and more!
  Source: adafruit-blog
  Topic: Hardware
  URL: https://blog.adafruit.com/2026/11/01/adafruit-weekly-editorial-round-up-flac-and-ogg-playback-with-circuitpython-cg-turbo-demos-in-circuitpython-and-more/

- Building a Locale Switcher That Respects hreflang and User Choice
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/pandawm/building-a-locale-switcher-that-respects-hreflang-and-user-choice-256n

- A Game Engine For Microcontrollers
  Source: hackaday
  Topic: Hardware
  URL: https://hackaday.com/2026/11/01/a-game-engine-for-microcontrollers/

- AI can make tech CEOs’ lives easier. What about everyone else?
  Source: techcrunch
  Topic: General
  URL: https://techcrunch.com/2026/11/01/ai-can-make-tech-ceos-lives-easier-what-about-everyone-else/

- The Hard Part of Leaving `request` is the App Built Around It
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/sribasu/the-hard-part-of-leaving-request-is-the-app-built-around-it-4d61

- Create a Meditation App with AI-Generated Voice
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/voice_developer/create-a-meditation-app-with-ai-generated-voice-11g9

- I built a free calculator site for backyard chicken keepers — here's what I learned about coop maths
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/ali_rizwan_c87a2bed5b5c63/i-built-a-free-calculator-site-for-backyard-chicken-keepers-heres-what-i-learned-about-coop-maths-3hci

- Transparent Image Fallback System with Canvas API
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/removephotobg/transparent-image-fallback-system-with-canvas-api-1j2d

- Building a third-party embed that survives any host page
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/regimemap/building-a-third-party-embed-that-survives-any-host-page-bk5

- Redesigning Solitaire for one thumb (and A/B testing where the deck goes)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/nitroplayer/redesigning-solitaire-for-one-thumb-and-ab-testing-where-the-deck-goes-id7

- The 2026 JS Desktop Runtime Showdown: Electron vs NW.js vs Neutralino vs Adrenaline
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/m5dev/the-2026-js-desktop-runtime-showdown-electron-vs-nwjs-vs-neutralino-vs-adrenaline-2l96

- Defending AI Agents Against Prompt Injection and PII Leakage at the Network Edge (Sub-20ms Cloudflare Worker)
  Source: devto-javascript
  Topic: JavaScript (+AI)
  URL: https://dev.to/duongynhi000005oss/defending-ai-agents-against-prompt-injection-and-pii-leakage-at-the-network-edge-sub-20ms-18bi

- Log inside a loop without touching the code
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/jslab/log-inside-a-loop-without-touching-the-code-3kl4

- Compressing an Image to an Exact KB Target in the Browser (No Upload, Just Canvas)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/reallyoffers/compressing-an-image-to-an-exact-kb-target-in-the-browser-no-upload-just-canvas-4jhb

- My security scanner gave Epic Stack 0/100. The scanner was wrong.
  Source: devto-javascript
  Topic: JavaScript (+AI, React)
  URL: https://dev.to/sabahattink/my-security-scanner-gave-epic-stack-0100-the-scanner-was-wrong-kmg

- 😺 Publishers sell ads only AI agents see
  Source: the-neuron-ai
  Topic: AI (+AI Research)
  URL: https://www.theneuron.ai/newsletter/publishers-sell-ads-only-ai-agents-see/

- An Electronic Candle You Can Set On Fire
  Source: hackaday
  Topic: Hardware
  URL: https://hackaday.com/2026/11/01/an-electronic-candle-you-can-set-on-fire/

- ESP32-S3 Based Toddler Phone That Calls Family
  Source: adafruit-blog
  Topic: Hardware
  URL: https://blog.adafruit.com/2026/11/01/esp32-s3-based-toddler-phone-that-calls-family/

- TechCrunch Mobility: A new, bigger AV boom is here
  Source: techcrunch
  Topic: General
  URL: https://techcrunch.com/2026/11/01/techcrunch-mobility-a-new-bigger-av-boom-is-here/

- Raspberry pi’s Coolest Projects of 2026
  Source: adafruit-blog
  Topic: Hardware
  URL: https://blog.adafruit.com/2026/11/01/raspberry-pis-coolest-projects-of-2026/

- Binance resumes withdrawals following $6.3 billion breach
  Source: techcrunch
  Topic: General
  URL: https://techcrunch.com/2026/11/01/binance-resumes-withdrawals-following-6-3-billion-breach/

- Open-source security in the AI exploit era: Patch without changing a thing
  Source: newstack
  Topic: DevOps
  URL: https://thenewstack.io/patchmageddon-open-source-security22842502/

- Manifest V3 Without Bloat: Building a Tab Workspace Manager, Markdown Web Clipper & Service Worker Pomodoro in Pure JS
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/antigravitydev/manifest-v3-without-bloat-building-a-tab-workspace-manager-markdown-web-clipper-service-worker-5e8k

- The browser title was correct. The Open Graph title wasn’t.
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/stackendbox/the-browser-title-was-correct-the-open-graph-title-wasnt-9i1

- rspec-wasm v0.2.0: Testing Ruby Code That Integrates with JavaScript and WebAssembly
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/constdrop/rspec-wasm-v020-testing-ruby-code-that-integrates-with-javascript-and-webassembly-467d

- Adafruit’s Top 10 Blog Posts of October 2026 #StateOfTheFruit #AdafruitTopTen
  Source: adafruit-blog
  Topic: Hardware
  URL: https://blog.adafruit.com/2026/11/01/adafruits-top-10-blog-posts-of-october-2026-stateofthefruit-adafruittopten/

- Final release for the 7.2 stable series
  Source: lwn
  Topic: Open Source
  URL: https://lwn.net/Articles/1104629/

- FloppoScope is a Disk Image Analyzer
  Source: hackaday
  Topic: Hardware
  URL: https://hackaday.com/2026/11/01/flopposcope-is-a-disk-image-analyzer/

- Pixel 11 Pro Fold: Sturdy rectangle in a wide wide world
  Source: techcrunch
  Topic: General
  URL: https://techcrunch.com/2026/11/01/pixel-11-pro-fold-sturdy-rectengale-in-a-wide-wide-world/

- A step-by-step guide for how to kill the line-by-line code review
  Source: newstack
  Topic: DevOps
  URL: https://thenewstack.io/ai-code-review-invariants/

- React Use Mobile Hook: SSR-Safe, No Hydration Mismatch
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/wingo-ui/react-use-mobile-hook-ssr-safe-no-hydration-mismatch-49gh

- One Thread, 10,000 Users: Async and Event Loops Explained
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/thebytemechanics/one-thread-10000-users-async-and-event-loops-explained-33ck

- Brightness, Contrast, and Saturation Change Different Numbers
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/rockimg/brightness-contrast-and-saturation-change-different-numbers-fjp

- I built a fake courtroom for life's pettiest arguments
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/dakaufeeboii/i-built-a-fake-courtroom-for-lifes-pettiest-arguments-2ejf

- Do you scrub request bodies before they reach your error tracker?
  Source: devto-javascript
  Topic: JavaScript (+PostgreSQL)
  URL: https://dev.to/amorizz/do-you-scrub-request-bodies-before-they-reach-your-error-tracker-5cmg

- Here’s what ‘renoa’ — the first new fiber in 25 years — feels like
  Source: techcrunch
  Topic: General
  URL: https://techcrunch.com/2026/11/01/heres-what-renoa-the-first-new-fiber-in-25-years-feels-like/

- Recursion in Python: An Introduction
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-recursion/

- Documenting Python Code: A Complete Guide
  Source: real-python
  Topic: Python
  URL: https://realpython.com/documenting-python-code/

- Operator and Function Overloading in Custom Python Classes
  Source: real-python
  Topic: Python
  URL: https://realpython.com/operator-function-overloading/

- Credential Stuffing vs Brute Force, and a 15-Line Breached-Password Check
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/ookeolioli222/credential-stuffing-vs-brute-force-and-a-15-line-breached-password-check-p5n

- Module Federation (Webpack 5)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/godofgeeks/module-federation-webpack-5-jeb

- REA reverse-engineers any app. I built REAShield to make it come back empty
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/arun_kt_bb670b3a571f5efd8/rea-reverse-engineers-any-app-i-built-reashield-to-make-it-come-back-empty-77d

- Solana Pay on WordPress: Accept SOL & USDC Without a Plugin
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/solpaykit/solana-pay-on-wordpress-accept-sol-usdc-without-a-plugin-41a2

- BIOSTAR EdgeComp MS-U320 fanless Wildcat Lake industrial mini PC offers four COM ports, dual 2.5GbE, 4G/5G expansion
  Source: cnx-software
  Topic: Hardware
  URL: https://www.cnx-software.com/2026/11/01/biostar-edgecomp-ms-u320-fanless-wildcat-lake-industrial-mini-pc-offers-four-com-ports-dual-2-5gbe-4g-5g-expansion/

- Turning Syngas into Hydrocarbons with the Right Alpha
  Source: hackaday
  Topic: Hardware
  URL: https://hackaday.com/2026/11/01/turning-syngas-into-hydrocarbons-with-the-right-alpha/

- Quiz: Documenting Python Code: A Complete Guide
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/documenting-python-code/

- django-lifecycle - hooks for Django models (Signals alternative)
  Source: pythonhub-digest
  Topic: Python (+Django)
  URL: https://www.youtube.com/watch?v=sNdopNFOEB8

- Write Python, Run native, All in Python.
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/allstoalls/pcc

- How to Run Turing-Complete Malware in PyTorch's Backward Pass
  Source: pythonhub-digest
  Topic: Python (+AI)
  URL: https://elonlit.com/scrivings/how-to-run-turing-complete-malware-in-pytorchs-backward-pass/

- BOOTH
  Source: pythonhub-digest
  Topic: Python (+AI)
  URL: https://github.com/Vedantgitbot/booth

- Bridging between Scala & Python with GraalVM
  Source: pythonhub-digest
  Topic: Python
  URL: https://www.youtube.com/watch?v=EnEVtmbr-uM

- vlmhub
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/dbiswas55/vlmhub

- Python's binary wheels and supply chain attacks
  Source: pythonhub-digest
  Topic: Python
  URL: https://rushter.com/blog/python-binary-wheels/

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

- How to improve technical SEO on a Django website
  Source: pythonhub-digest
  Topic: Python (+Django, Information Retrieval)
  URL: https://codewithstein.com/improve-technical-seo-django/

- TutorLoom
  Source: pythonhub-digest
  Topic: Python (+Django, JavaScript, React)
  URL: https://github.com/pacewisdomhq/TutorLoom

- retro-kit
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/nemo22/retrokit

- apache iceberg beneath the surface
  Source: pythonhub-digest
  Topic: Python
  URL: https://www.youtube.com/watch?v=9Fz5noobWcE

- Python 3.15's best new features
  Source: pythonhub-digest
  Topic: Python
  URL: https://www.pythonmorsels.com/python315/

- How I Found a $90,000 Remote Code Execution Vulnerability in Google
  Source: pythonhub-digest
  Topic: Python
  URL: https://simonkoeck.com/writeups/google-devsite-flask-session-pickle-rce

- Symbolic Learning in Python and Julia
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/astroautomata/PySR

- How to Build a Decision Model Like Jev
  Source: pythonhub-digest
  Topic: Python (+AI)
  URL: https://www.fratepietro.com/2026/how-to-build-a-decision-model-like-jev/

- Bringing uv and ty together
  Source: pythonhub-digest
  Topic: Python
  URL: https://astral.sh/blog/uv-ty-integration

- Quicksand
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/microsoft/quicksand

- Python's experimental JIT to be removed
  Source: pythonhub-digest
  Topic: Python
  URL: https://lwn.net/SubscriberLink/1102102/0c00e4d550f25f8c/

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

- Comprehensive Tutorial on Django ORM, Migrations and makemigrations
  Source: pythonhub-digest
  Topic: Python (+Django)
  URL: https://my-space.io/blog/django-orm-migrations/

- loopinfo: let your for loop know if it is on the first or last item
  Source: pythonhub-digest
  Topic: Python
  URL: https://pypi.org/project/loopinfo/

- Game of Life – But Multiplayer, Hypermedia and Python
  Source: pythonhub-digest
  Topic: Python
  URL: https://stario.dev/apps/life

- DeepInfer
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/deepseek-ai/DeepInfer

- Popular Python Features You Probably Shouldn’t Use
  Source: pythonhub-digest
  Topic: Python
  URL: https://www.youtube.com/watch?v=RHCyTWaRZSk

- Build an AI That Turns Your Voice Into Images, Video and Audio (Python)
  Source: pythonhub-digest
  Topic: Python
  URL: https://www.youtube.com/watch?v=aypkvuGFq5Y

- 'Mother of all editors' Emacs is 50
  Source: theregister
  Topic: General
  URL: https://www.theregister.com/applications/2026/11/01/mother-of-all-editors-emacs-is-50/5306727

- Measuring MP3 and MP4 durations by reading their headers
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/solsticioapp/measuring-mp3-and-mp4-durations-by-reading-their-headers-4j43

- # Start Your Financial Services Business with Choice Connect
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/choiceconnectindia/-start-your-financial-services-business-with-choice-connect-542

- Your Agent's Tests Pass. Mutate Only Its Diff With Stryker and See If They Notice
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/gabrielanhaia/your-agents-tests-pass-mutate-only-its-diff-with-stryker-and-see-if-they-notice-4eia

- The color-change memory leak in Three.js configurators
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/gronskideveloper/the-color-change-memory-leak-in-threejs-configurators-126d

- Shrinking a PDF Without Turning Its Pages Into Pictures
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/edem_dogbe_556b626125bbf3/shrinking-a-pdf-without-turning-its-pages-into-pictures-1eh2

- Intl.Segmenter: split text without breaking emoji
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/richicodes/intlsegmenter-split-text-without-breaking-emoji-1id5

- BullMQ vs RabbitMQ: Which Queue for Node.js?
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/faisal_nadeem_752520c3e03/bullmq-vs-rabbitmq-which-queue-for-nodejs-55dm

- Build a local crop-planning overlay with the Canvas API
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/winsonaibuilder/build-a-local-crop-planning-overlay-with-the-canvas-api-30bn

- I built a client-side cache in Rust and compiled it to WebAssembly
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/johnmark_banisilon_10cf02/i-built-a-client-side-cache-in-rust-and-compiled-it-to-webassembly-3b0i

- Reading the DPI back out of a PDF-to-image result: pixels 72 points
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/token111/reading-the-dpi-back-out-of-a-pdf-to-image-result-pixels-x-72-points-3ekd

- What one 4-page sample can and cannot tell you before you fix a preview DPI
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/shu_jing_915fa287b22539ad/what-one-4-page-sample-can-and-cannot-tell-you-before-you-fix-a-preview-dpi-2m4n

- Why the same A4 page at 300 DPI is 2480 or 2481 pixels wide depending on the tool
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/yue_shu_c621a4a637f22396f/why-the-same-a4-page-at-300-dpi-is-2480-or-2481-pixels-wide-depending-on-the-tool-2fnd

- AWS Capacity Largely Sold out through 2027, with On-Demand Headroom Reserved
  Source: infoq-architecture
  Topic: Architecture
  URL: https://www.infoq.com/news/2026/11/aws-capacity-sold-out/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Architecture+%26+Design

- Building an ADS-B Receiver For Less Than You Think
  Source: hackaday
  Topic: Hardware
  URL: https://hackaday.com/2026/11/01/building-an-ads-b-receiver-for-less-than-you-think/

- 16-bit Windows (Windows 1.x, 2.x, 3.0, 3.1, etc.) on 64-bit Windows
  Source: adafruit-blog
  Topic: Hardware
  URL: https://blog.adafruit.com/2026/11/01/16-bit-windows-windows-1-x-2-x-3-0-3-1-etc-on-64-bit-windows/

- Huge PalmOS Development Archive Goes Online, Thanks to Personal Backups
  Source: hackaday
  Topic: Hardware
  URL: https://hackaday.com/2026/10/31/huge-palmos-development-archive-goes-online-thanks-to-personal-backups/

- 44 Best Platforms to Purchase USA Aged Gmail Accounts ...
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/pvasmmmarket546/44-best-platforms-to-purchase-usa-aged-gmail-accounts--17ke

- Controlled input work depends on state placement: compare 10, 100, and 500 fields
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/hirodeath/controlled-input-work-depends-on-state-placement-compare-10-100-and-500-fields-3kfh

- The Hidden Danger of Promise.all() in JavaScript
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/aydope/the-hidden-danger-of-promiseall-in-javascript-4di8

- Label File.lastModified as a file timestamp in an image list
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/morphio/label-filelastmodified-as-a-file-timestamp-in-an-image-list-3c3d

- Rendering a car wrap preview in the browser: notes from a side project
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/waisam/rendering-a-car-wrap-preview-in-the-browser-notes-from-a-side-project-4mkp

- What I Learned Building a Shopify Post-Purchase Tracking Widget
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/sellermind/what-i-learned-building-a-shopify-post-purchase-tracking-widget-4lgh

- Architecting a Headless Shopify Tracking Widget for Post-Purchase
  Source: devto-javascript
  Topic: JavaScript (+AI)
  URL: https://dev.to/sellermind/architecting-a-headless-shopify-tracking-widget-for-post-purchase-3mj

- Building an Etsy Fee Calculator: The Math, The Mistakes
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/sellermind/building-an-etsy-fee-calculator-the-math-the-mistakes-59bm

- Data centers are now a midterm issue, even in Brooklyn
  Source: techcrunch
  Topic: General
  URL: https://techcrunch.com/2026/10/31/data-centers-are-now-a-midterm-issue-even-in-brooklyn/

- Designing a Serverless Etsy Fee Calculator from Scratch
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/sellermind/designing-a-serverless-etsy-fee-calculator-from-scratch-1249

- Six parsing changes that made invoice extraction trustworthy
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/docextract/six-parsing-changes-that-made-invoice-extraction-trustworthy-5hbi

- Factory Droid 1.0 Script Mode: Hundreds of Tool Calls from One Model Request in a JS Sandbox
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/madnessbrains_i/factory-droid-10-script-mode-hundreds-of-tool-calls-from-one-model-request-in-a-js-sandbox-3bip

- Upgrading an Action Camera with an External Battery
  Source: hackaday
  Topic: Hardware
  URL: https://hackaday.com/2026/10/31/upgrading-an-action-camera-with-an-external-battery/

- Building Online Math Utilities and Calculators for Students
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/calcsolver/building-online-math-utilities-and-calculators-for-students-91h

## Research

- The Enterprise Context Layer: A Practitioner's Guide to 6 Advanced Architectural Patterns
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/the-enterprise-context-layer-a-practitioners-guide-to-6-advanced-architectural-patterns/

- Fix the Image, Not the Prompt
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/fix-the-image-not-the-prompt/

- A Neural Network Learned to Read Digits From Pure Noise
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/a-neural-network-learned-to-read-digits-from-pure-noise/

## Community

- If in doubt, delete the uv.lock file
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Nov/1/delete-uv-lock-first/

- When imlementing non-private methods for a pub(crate)/pub(super) struct should they also be pub(crate)/pub(super) or just pub?
  Source: rust-users-forum
  Topic: Rust
  URL: https://users.rust-lang.org/t/when-imlementing-non-private-methods-for-a-pub-crate-pub-super-struct-should-they-also-be-pub-crate-pub-super-or-just-pub/143407

- Quoting Kyle Kingsbury
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Nov/1/kyle-kingsbury/

- Establish Rust on OpenVMS
  Source: rust-users-forum
  Topic: Rust
  URL: https://users.rust-lang.org/t/establish-rust-on-openvms/143404

- Export application with custom icon in Rustroid
  Source: rust-users-forum
  Topic: Rust
  URL: https://users.rust-lang.org/t/export-application-with-custom-icon-in-rustroid/143402

- From Google Drive to Syncthing over Tailscale
  Source: nicolas-frankel
  Topic: Java
  URL: https://blog.frankel.ch/google-drive-syncthing-tailscale/

- Hugo van Kemenade: Lots of Python releases for Cybersecurity Awareness Month
  Source: planet-python
  Topic: Python
  URL: https://hugovk.dev/blog/2026/cybersecurity-awareness/

- LernerPython blog, from Reuven Lerner: Agentic coding means we’ll need some new abstractions
  Source: planet-python
  Topic: Python
  URL: https://lernerpython.com/2026/11/01/ai-programming-next-abstraction/

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

- Vadim Yatsenko: Splitting the Read-Only Transaction: Replica Reads Inside an Open Transaction
  Source: planet-postgresql
  Topic: PostgreSQL
  URL: https://postgr.es/p/9AK

- LernerPython blog, from Reuven Lerner: Pandas multi-index: Working with 3D data using `.loc` and `.xs`
  Source: planet-python
  Topic: Python
  URL: https://lernerpython.com/2026/11/01/pandas-multi-index-working-with-3d-data-using-loc-and-xs/

- The Python Coding Stack: Notes from the Near Future • The Permanently Curious Stack
  Source: planet-python
  Topic: Python
  URL: https://www.thepythoncodingstack.com/p/notes-from-the-near-future-the-permanently

- .plan-26-44: Commons People
  Source: ocaml-planet
  Topic: OCaml
  URL: https://anil.recoil.org/notes/2026w44

- UbuWeb has been 'tocked (TikTok clone for avant garde art)
  Source: hacker-news
  Topic: General
  URL: https://nonsens.ing/ubutok/

- The Megadonors Who Have Poured $1.2B into the Midterms
  Source: hacker-news
  Topic: General
  URL: https://www.nytimes.com/interactive/2026/08/28/us/politics/billionaire-midterms-donors.html

- NASA is asking for ideas to rescue Hubble
  Source: hacker-news
  Topic: General
  URL: https://arstechnica.com/space/2026/10/think-you-can-save-the-hubble-space-telescope-nasa-wants-to-know/

- In LLM era, can software startup survive?
  Source: hacker-news
  Topic: General (+AI)
  URL: https://news.ycombinator.com/item?id=50331001

- U.S. workers took home their smallest share of capital since at least 1947
  Source: hacker-news
  Topic: General
  URL: https://fortune.com/article/why-did-us-workers-just-take-home-smallest-share-of-capital-since-1947-lowest-ever-recorded/

- AI delivers 'zero financial payoff' to most companies, Apollo economist says
  Source: hacker-news
  Topic: General
  URL: https://techcrunch.com/2026/10/25/ai-delivers-zero-financial-payoff-to-most-companies-according-to-apollo-economist/

- A400000 Winners
  Source: lobsters
  Topic: General
  URL: https://oeis.org/wiki/A400K_Winners

- When Modernization Breaks Working Code: A Study of LLMs on Legacy PHP
  Source: hacker-news
  Topic: General (+AI)
  URL: https://arxiv.org/abs/2610.40269

- Apple captures 50% of consumer revenue of the top half of the S&P 500
  Source: hacker-news
  Topic: General
  URL: https://asymco.com/2026/11/01/the-last-consumer-company/

- The Beginning of BSD Unix
  Source: lobsters
  Topic: General
  URL: https://fosscomics.com/posts/13.%20BSD%20Unix%20Part%203%20-%20The%20Beginning%20of%20BSD%20Unix/

- John Leeson (the voice of K9) has died
  Source: hacker-news
  Topic: General
  URL: https://www.doctorwhonews.net/2026/11/john_leeson_1943_2026.html

- The Problem with C++ Safety: Modern C++ Is a Mindset, Not a Standard
  Source: lobsters
  Topic: General
  URL: https://www.modernescpp.com/index.php/cpp-and-memory-safety-part-2/

- The Linux 7.4 Merge Window Is Easily the Largest in Kernel History
  Source: hacker-news
  Topic: General
  URL: https://www.phoronix.com/news/Linux-7.4-Massive-Window

- Postgres 19 is late, and it's AI's fault
  Source: lobsters
  Topic: General (+Databases, PostgreSQL)
  URL: http://rhaas.blogspot.com/2026/10/postgres-19-is-late-and-its-ais-fault.html

- Are There Problems Beyond the Reach of AI [video]
  Source: hacker-news
  Topic: General
  URL: https://www.youtube.com/watch?v=NWNbAEivyvs

- Silicon Valley's in-flight magazine Colossus gives moguls coverage they crave
  Source: hacker-news
  Topic: General
  URL: https://sfstandard.com/2026/10/30/colossus-glossy-quarterly-silicon-valley/

- Ask HN: Which TV do you recommend for privacy?
  Source: hacker-news
  Topic: General
  URL: https://news.ycombinator.com/item?id=50328896

- Juan Atkins, pioneer of Detroit techno sound, dies aged 64
  Source: hacker-news
  Topic: General
  URL: https://www.theguardian.com/music/2026/nov/01/juan-atkins-pioneer-of-detroit-techno-sound-dies-aged-64

- Heretic 2.0 Released: Training-free language model modification
  Source: hacker-news
  Topic: General (+AI)
  URL: https://news.ycombinator.com/item?id=50328567

- Astronomy Picture of the Day: Colors of the Moon
  Source: hacker-news
  Topic: General
  URL: https://science.nasa.gov/image-article/apod-2026-november-1-colors-of-the-moon/

- It wasn't AI that flipped Proton's charge
  Source: hacker-news
  Topic: General
  URL: https://blog.raed.dev/posts/proton-loser-thinking/

- Nurses Sound Alarm as 'Uber for Nursing' Apps Push to Deregulate Healthcare
  Source: hacker-news
  Topic: General
  URL: https://nurse.org/news/uber-for-nursing-gig-apps-report/

- US Jobs Pickup May Keep Fed on Track to Hike Rates Again
  Source: hacker-news
  Topic: General
  URL: https://www.bloomberg.com/news/articles/2026-10-31/us-jobs-pickup-may-keep-fed-on-track-to-hike-rates-again

- Oil majors resist pressure to invest in new refineries, fuel prices keep rising
  Source: hacker-news
  Topic: General
  URL: https://www.ft.com/content/4d63f08d-3556-4d84-8e1d-40f866741d15

- Muse AI agent is a commercial surveillance network disguised as an AI assistant
  Source: hacker-news
  Topic: General
  URL: https://paulfwalsh.substack.com/p/metas-muse-ai-agent-is-a-commercial

- Mathematics has changed. Let's act like it
  Source: hacker-news
  Topic: General
  URL: https://terrytao.wordpress.com/2026/11/01/mathematics-has-changed-lets-act-like-it/

- Patrick Stewart taught us what good men do with power
  Source: hacker-news
  Topic: General
  URL: https://www.vox.com/politics/508526/patrick-stewart-jean-luc-picard-star-trek-liberalism

- I Am the Reason OpenAI Is Killing Unlimited Chats
  Source: hacker-news
  Topic: General (+AI)
  URL: https://chaosmanage.github.io/i-killed-unlimited-chatgpt/

- A playable version of Portal prequel F-Stop leaked
  Source: hacker-news
  Topic: General
  URL: https://www.theverge.com/games/1024206/playable-portal-prequel-f-stop-leak

- Frontier Airlines Likely Breached
  Source: hacker-news
  Topic: General
  URL: https://www.reddit.com/r/frontierairlines/comments/1xl20e8/psa_email_scam/

- Life with Down Syndrome
  Source: hacker-news
  Topic: General
  URL: https://www.esquire.com/news-politics/a74031571/life-with-down-syndrome/

- Seoul Viosys begins production of rare-earth-free white light emitter
  Source: hacker-news
  Topic: General
  URL: https://www.semiconductor-today.com/news_items/2026/oct/seoul-291026.shtml

- Understanding Org's LaTeX previews
  Source: lobsters
  Topic: General
  URL: https://karthinks.com/software/understanding-org-latex-preview/

- Show HN: HackerBooks – HackerTube, but for books mentioned on HN
  Source: hacker-news
  Topic: General
  URL: https://hackerbooks.org

- Landline phones will switch off across Britland in 100 days, no extensions
  Source: hacker-news
  Topic: General
  URL: https://www.theregister.com/networks/2026/11/01/landline-phones-will-switch-off-across-britland-in-100-days-no-extensions-openreach/5306673

- Embedding boolean circuits in a neural network
  Source: hacker-news
  Topic: General (+AI)
  URL: https://edwardbenson.com/2026/10/embedding-boolean-circuits-in-a-neural-network

- Enlightenment 0.28.0 Release
  Source: hacker-news
  Topic: General
  URL: https://www.enlightenment.org/news/2026-10-31-enlightenment-0.28.0

- so i guess everyone uses llms to think now
  Source: lobsters
  Topic: General (+AI)
  URL: https://eva.ac/blog/llms

- Ant: Can unprecedented revenue growth outrun irresponsibly large investment
  Source: hacker-news
  Topic: General
  URL: https://leonlins.com/writing/anthropic_ipo

- Shrinking NixOS RAM footprint and resource requirements to the bare minimum
  Source: hacker-news
  Topic: General
  URL: https://lowendspirit.com/discussion/11543/shrinking-nixos-ram-footprint-and-resource-requirements-to-the-bare-minimum

- Brian May, Queen guitarist and Astrophysicist
  Source: hacker-news
  Topic: General
  URL: https://english.elpais.com/science-tech/2026-10-30/brian-may-queen-guitarist-and-astrophysicist-to-be-a-complete-human-being-you-need-art-and-science.html

- Police chief unplugs cameras after Flock ignores contract cancellation
  Source: hacker-news
  Topic: General
  URL: https://www.thedrive.com/news/my-city-canceled-flocks-contract-flock-ignored-it-so-the-police-chief-unplugged-the-cameras

- Lenovo's 'encrypted' fingerprint USB is just an unencrypted SD card in a case
  Source: hacker-news
  Topic: General
  URL: https://www.reddit.com/r/technology/comments/1xl2pr3/lenovos_encrypted_fingerprint_usb_drive_is_just/

- An easy way to try local AI with braindead-local-intelligence
  Source: lobsters
  Topic: General (+AI)
  URL: https://dataswamp.org/~solene/2026-11-01-braindead-local-intelligence.html

- Work on GEFS (the Good Enough File System) for OpenBSD progresses
  Source: lobsters
  Topic: General
  URL: https://www.undeadly.org/cgi?action=article;sid=20261101115637

- Small internet forums are making a comeback in Google Search
  Source: hacker-news
  Topic: General
  URL: https://www.stanventures.com/research/data-reveals-google-loves-forums-and-hates-the-sites-it-told-us-to-trust/

- Previously untranslated Einstein paper in English
  Source: hacker-news
  Topic: General
  URL: https://www.repository.cam.ac.uk/items/0aaee538-3638-4c47-bf5d-1cb4321d6b0b

- Novellas with Groff
  Source: hacker-news
  Topic: General
  URL: https://movq.de/blog/postings/2026-10-31/0/POSTING-en.html

- AI agent swarms in Minecraft fail to build civilization, drown in bureaucracy
  Source: hacker-news
  Topic: General
  URL: https://www.tomshardware.com/tech-industry/artificial-intelligence/ai-agent-swarms-unleashed-in-minecraft-to-build-a-thriving-civilization-50-agent-teams-fail-after-falling-into-paralyzing-bureaucracy

- The staggering $446M Elon Musk has spent on the US midterms – visualized
  Source: hacker-news
  Topic: General
  URL: https://www.theguardian.com/us-news/ng-interactive/2026/oct/31/elon-musk-midterms-spending-visualized

- Proving and improving the Platonic Representation Hypothesis with JEPAs
  Source: hacker-news
  Topic: General
  URL: https://arxiv.org/abs/2610.39302

- The "Moon Trees"
  Source: hacker-news
  Topic: General
  URL: https://nssdc.gsfc.nasa.gov/planetary/lunar/moon_tree.html

- Show HN: OmniDiff – Opensource, super fast, content aware Git difftool, in Rust
  Source: hacker-news
  Topic: General
  URL: https://github.com/ivankovic/omnidiff

- London Meetup - Nov 2026
  Source: lobsters
  Topic: General
  URL: https://lobste.rs/s/cqzwwg/london_meetup_nov_2026

- The question we should all be asking about AI
  Source: hacker-news
  Topic: General
  URL: https://www.cnn.com/2026/10/30/business/ai-stocks-bonds-debt

- Spooky C++
  Source: lobsters
  Topic: General
  URL: https://www.nablag.com/spooky_cpp

- Introduction to Programming in ATS
  Source: lobsters
  Topic: General
  URL: https://ats-lang.sourceforge.net/DOCUMENT/INT2PROGINATS/HTML/book1.html

- Pratt parsing is a black box
  Source: lobsters
  Topic: General
  URL: https://vinipsmaker.github.io/blog/article/pratt-parsing-is-a-black-box/

- Zig: From Beginner to Slightly Less Beginner
  Source: lobsters
  Topic: General
  URL: https://www.youtube.com/watch?v=jWCQXBVIyrY

- noyb win: French electronics retailer Fnac Darty fined €7M
  Source: hacker-news
  Topic: General
  URL: https://noyb.eu/en/noyb-win-french-electronics-retailer-fnac-darty-fined-eu7-million

- Restrooms along the Norwegian Scenic Routes
  Source: hacker-news
  Topic: General
  URL: https://www.visitnorway.com/plan-your-trip/travel-tips-a-z/norwegian-scenic-routes/worlds-best-toilets/

- Domain hacks with unusual Unicode characters (2018)
  Source: hacker-news
  Topic: General
  URL: https://shkspr.mobi/blog/2018/11/domain-hacks-with-unusual-unicode-characters/

- A Specialised Haskell Processor on FPGA
  Source: lobsters
  Topic: General (+Hardware)
  URL: https://bathtub-01.github.io/technical/ouros-demo/

- A tiny Pacific country rolls out universal basic income
  Source: hacker-news
  Topic: General
  URL: https://www.economist.com/asia/2026/10/29/a-tiny-pacific-country-rolls-out-universal-basic-income

- Introducing Kwi, a new KDE terminal emulator
  Source: hacker-news
  Topic: General
  URL: https://blogs.kde.org/2026/11/01/introducing-kwi/

- Large-scale battery storage systems check their charge every 60 seconds, causing
  Source: hacker-news
  Topic: General
  URL: https://www.fz-juelich.de/en/news/archive/press-release/2026/mystery-of-60-second-fluctuations-in-power-grids-solved

- IEEE Wipes Out 1,417 Papers over Sold Authorship
  Source: hacker-news
  Topic: General
  URL: https://www.nature.com/articles/d41586-026-03455-8

- Dead Internet theory
  Source: lobsters
  Topic: General
  URL: https://en.wikipedia.org/wiki/Dead_Internet_theory

- An outsider's perspective on Scion and Mononoke
  Source: lobsters
  Topic: General
  URL: https://typesanitizer.com/blog/scion.html

- groff/troff macros: ms, mm, me or mom
  Source: lobsters
  Topic: General
  URL: https://www.stephenlindholm.com/groff_macros.html

- Pac-Man's Siren Call
  Source: hacker-news
  Topic: General
  URL: https://unsung.aresluna.org/pac-mans-siren-call/

- Beating the compiler at signed 32-bit division
  Source: lobsters
  Topic: General
  URL: https://lemire.me/blog/2026/10/31/beating-the-compiler-at-signed-32-bit-division/

- Resisting Cognitive Surrender
  Source: hacker-news
  Topic: General
  URL: https://knlb.dev/essays/surrender

- Bastard
  Source: hacker-news
  Topic: General
  URL: https://bez-lightyear.bearblog.dev/bastard/

- The AI cost of JavaScript frameworks
  Source: hacker-news
  Topic: General
  URL: https://nolanlawson.com/2026/10/28/the-ai-cost-of-javascript-frameworks/

- Model Aero Engines Free Manufacturable Plans/Blueprints
  Source: hacker-news
  Topic: General
  URL: https://outerzone.co.uk/plans.asp?cat=Engines

- No AI, 52 min. Build all Linux Files utils in C by Hand
  Source: lobsters
  Topic: General
  URL: https://www.youtube.com/watch?v=gQRmSlcTq9c

- XKCD and Fourier
  Source: lobsters
  Topic: General
  URL: https://leancrew.com/all-this/2026/10/xkcd-and-fourier/

- We're training a Figma-fluent editing model
  Source: hacker-news
  Topic: General
  URL: https://www.figma.com/blog/training-a-figma-fluent-editing-model/

- The first life and death of Italian computing (1954 – 1964)
  Source: hacker-news
  Topic: General
  URL: https://zeitgame.net/archives/17619

- Brazilian Court Sanctions Lawyers for Prompt Injection in Court Filing
  Source: hacker-news
  Topic: General
  URL: https://jetstream.security/insights/brazilian-court-sanctions-prompt-injection-filing/

- OTape
  Source: hacker-news
  Topic: General
  URL: https://www.otape.org/

- Hermantown approves controversial Google Data Center during late night meeting
  Source: hacker-news
  Topic: General
  URL: https://www.mprnews.org/story/2026/10/31/hermantown-approves-controversial-google-data-center-during-late-night-meeting

- Non-Determinism and Overcount on Modern Hardware Performance Counter Implementations
  Source: lobsters
  Topic: General (+Hardware)
  URL: https://web.eece.maine.edu/~vweaver/projects/deterministic/deterministic_counters.pdf

- Leaking Secrets from Air-Gap Computers by Spelling Radio Signals from RAM (2024)
  Source: hacker-news
  Topic: General
  URL: https://arxiv.org/abs/2409.02292

- WiCi: Connecting GPUs over WiFi
  Source: hacker-news
  Topic: General
  URL: https://wici.ai

- How AI may drive union-resistant tech workers to the bargaining table
  Source: hacker-news
  Topic: General
  URL: https://www.theguardian.com/technology/2026/jul/21/ai-tech-workers-unionize

- Amazon made the AUX input on older Alexa devices less useful
  Source: hacker-news
  Topic: General
  URL: https://www.engadget.com/2300219/amazon-made-alexa-devices-aux-port-less-useful/

- Show HN: Vela, a New Linux Desktop Environment
  Source: hacker-news
  Topic: General
  URL: https://velade.org/blog/vela-0-1/

- Toit v2.0.0
  Source: hacker-news
  Topic: General
  URL: https://toit.io/blog/toit-v2-0-0/

- Show HN: BBRouter – Ben Eater's 8-bit computer, simulated on 3D breadboards
  Source: hacker-news
  Topic: General
  URL: https://bbrouter.com/bbrouter/ben-eater-sap-1

- Donnie Darko: A Mind-Twisting Cult Classic Turns 25
  Source: hacker-news
  Topic: General
  URL: https://www.nytimes.com/2026/10/26/movies/donnie-darko-oral-history-25-year-anniversary.html

## Media

- Meet Sameer Suresh Marulkar - Speaker at KubeCon + CloudNativeCon North America
  Source: youtube-cncf
  Topic: DevOps (+Open Source)
  URL: https://www.youtube.com/shorts/YZ-vzsVlNrw

- Meet Ajay Vohra - Speaker at KubeCon + CloudNativeCon North America
  Source: youtube-cncf
  Topic: DevOps (+Open Source)
  URL: https://www.youtube.com/shorts/hZmJOK8lO1w

- Ash Brazill for the final time 🥹
  Source: youtube-docker
  Topic: DevOps
  URL: https://www.youtube.com/shorts/DXMD8Ne4hMM

- 'Heartbreaking to not get the win' | Gabby Newton
  Source: youtube-docker
  Topic: DevOps
  URL: https://www.youtube.com/watch?v=AxqEjVbXiAg

- she SNAPS she SCORES 🎯
  Source: youtube-docker
  Topic: DevOps
  URL: https://www.youtube.com/shorts/8_DYhHLxhi8