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

Stats: 92 articles, 9 sources, 3 research papers
Top topics: JavaScript, Python, AI

## News

- 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

- 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

- 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

- 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

- 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

- 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

- 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

- 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

- 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

- 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/

- 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