TILens Daily Edition
2026-11-05
Filters: topic=languages, github=hidden

Stats: 103 articles, 24 sources, 8 research papers
Top topics: JavaScript, Python, Java

## News

- How the Python ecosystem responded to the eMudhra intermediate compromise
  Source: pyfound-blog
  Topic: Python
  URL: https://pyfound.blogspot.com/2026/11/how-python-ecosystem-responded-to.html

- Notable V8 changes from Node.js 26 to 27 (Alpha)
  Source: nodejs-blog
  Topic: JavaScript
  URL: https://nodejs.org/en/blog/announcements/notable-v8-changes-from-node-js-26-to-27-alpha

- What’s New in IntelliJ IDEA 2026.3
  Source: intellij-idea-blog
  Topic: Java
  URL: https://blog.jetbrains.com/idea/2026/11/whats-new-in-intellij-idea-2026-3/

- What’s fixed in IntelliJ IDEA 2026.3
  Source: intellij-idea-blog
  Topic: Java
  URL: https://blog.jetbrains.com/idea/2026/11/whats-fixed-in-intellij-idea-2026-3/

- Spring Cloud 2026.0.0-RC2 (aka Paddington) Has Been Released
  Source: spring-blog
  Topic: Java
  URL: https://spring.io/blog/2026/11/05/spring-cloud-2026-0-0-RC2-has-been-released

- A Bootiful Podcast: Temporal.io's Cornelia Davis
  Source: spring-blog
  Topic: Java (+AI)
  URL: https://spring.io/blog/2026/11/05/a-bootiful-podcast-cornelia-davis

- Episode 74 “Ask the Architects at Devoxx” [AtA]
  Source: inside-java
  Topic: Java
  URL: https://inside.java/2026/11/05/podcast-074/

- Mining 14,351 Chess Puzzles with Stockfish 18 (and the Illegal-FEN Trap in chess.js)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/mincho_milev_c7753077d5af/mining-14351-chess-puzzles-with-stockfish-18-and-the-illegal-fen-trap-in-chessjs-3o5i

- I Decoded 208 Round, Triangle and Hexagon QR Codes. Here's What Actually Breaks Them
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/a-vargas/i-decoded-208-round-triangle-and-hexagon-qr-codes-heres-what-actually-breaks-them-3fji

- Frontend Interview Question: Your Search Works Until You Type Faster
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/emilywoodsnyc/frontend-interview-question-your-search-works-until-you-type-faster-35oc

- Three ways a calendar tells you what changed
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/vkpdeveloper/three-ways-a-calendar-tells-you-what-changed-5gaf

- Finding a free slot across Google, Outlook and iCloud
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/vkpdeveloper/finding-a-free-slot-across-google-outlook-and-icloud-2n7n

- One standup, three calendar APIs
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/vkpdeveloper/one-standup-three-calendar-apis-38o5

- Track video review gaps by version with JavaScript
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/valmera/track-video-review-gaps-by-version-with-javascript-k27

- Your Discord bot's timestamp says the year 58970 (I tested 16 edge cases)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/fazal_bhinder/your-discord-bots-timestamp-says-the-year-58970-i-tested-16-edge-cases-403e

- @abufatimaoman,barka
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/abufathimaomanbarka/abufatimaomanbarka-58o1

- Tracking Google Flights fares: New York to London was $197 on December 8 and $512 on December 20
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/cleanscrape/tracking-google-flights-fares-new-york-to-london-was-197-on-december-8-and-512-on-december-20-45j3

- What Should Happen After a Contact Form Fails?
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/chirag191094/what-should-happen-after-a-contact-form-fails-2bne

- Real-time AI dubbing in the browser: five timing bugs and how we measured them
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/baillo_5222135034638cd150/real-time-ai-dubbing-in-the-browser-five-timing-bugs-and-how-we-measured-them-mij

- How to Use shadcn/ui in React Native Applications [Full Handbook]
  Source: freecodecamp
  Topic: General (+JavaScript, React)
  URL: https://www.freecodecamp.org/news/how-to-use-shadcn-ui-in-react-native-applications-full-handbook/

- Zero-Copy and the Page Cache: Why Kafka Is Fast, Using FileChannel.transferTo
  Source: java-code-geeks
  Topic: Java
  URL: https://www.javacodegeeks.com/2026/11/zero-copy-and-the-page-cache-why-kafka-is-fast-using-filechannel-transferto.html

- Get Expert Answers to Your StackOverflow Questions
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/audrasharma/get-expert-answers-to-your-stackoverflow-questions-2bfk

- on his blog
  Source: jvm-weekly
  Topic: Java
  URL: https://minogin.com/optimizing-nanosecond-operations-when-the-cpu-cache-matters/

- Minimal Version Selection
  Source: jvm-weekly
  Topic: Java
  URL: https://research.swtch.com/vgo-mvs

- Foojay
  Source: jvm-weekly
  Topic: Java
  URL: https://foojay.io/today/optimizing-nanosecond-operations-when-the-cpu-cache-matters/

- Goblin
  Source: jvm-weekly
  Topic: Java
  URL: https://zenodo.org/records/15481588

- "The flame graph was wrong by 57×"
  Source: jvm-weekly
  Topic: Java
  URL: https://minogin.com/the-flame-graph-was-wrong-by-57x-so-im-building-a-profiler/

- Maarten Mulders
  Source: jvm-weekly
  Topic: Java
  URL: https://foojay.io/today/maven-build-cache-in-practice/

- Felipe Maschio
  Source: jvm-weekly
  Topic: Java
  URL: https://foojay.io/today/what-jstack-misses-when-your-java-service-uses-virtual-threads/

- Frank Delporte
  Source: jvm-weekly
  Topic: Java
  URL: https://foojay.io/today/foojay-podcast-103/

- Angelo Rubini
  Source: jvm-weekly
  Topic: Java
  URL: https://foojay.io/today/jvm-on-unikernel-nanos-gc-trade-offs-and-heap-uncommit/

- Gerard Marimon Caparrós
  Source: jvm-weekly
  Topic: Java
  URL: https://foojay.io/today/upgrading-java-21-to-25-what-actually-breaks/

- TickSnick
  Source: jvm-weekly
  Topic: Java
  URL: https://github.com/minogin/ticksnick

- TickSnick
  Source: jvm-weekly
  Topic: Java
  URL: https://ticksnick.com

- Russ Cox, “Version SAT”
  Source: jvm-weekly
  Topic: Java
  URL: https://research.swtch.com/version-sat

- Add a mortgage/loan calculator to your app via API
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/shumai/add-a-mortgageloan-calculator-to-your-app-via-api-3ja6

- Beautiful Soup: Build a Web Scraper With Python
  Source: real-python
  Topic: Python
  URL: https://realpython.com/beautiful-soup-web-scraper-python/

- Learn With Mentor AI: Getting More Out of Video Courses
  Source: real-python
  Topic: Python
  URL: https://realpython.com/learn-with-mentor-ai-video-courses/

- Polars vs pandas: What's the Difference?
  Source: real-python
  Topic: Python
  URL: https://realpython.com/polars-vs-pandas/

- After the Binance hack: find poisoned entries in a wallet history before anyone copies from them
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/cryptostrapon/after-the-binance-hack-find-poisoned-entries-in-a-wallet-history-before-anyone-copies-from-them-4284

- When can a PNG become a JPEG? Check opacity with sharp stats
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/dev-sahadat/when-can-a-png-become-a-jpeg-check-opacity-with-sharp-stats-3228

- Your Error Tracker Is Full of removeChild Errors From Users Who Translated the Page
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/session_replay/your-error-tracker-is-full-of-removechild-errors-from-users-who-translated-the-page-5na

- Your Browser, Your AI: Air-Gapping Sensitive Audio Transcriptions with WebGPU
  Source: devto-javascript
  Topic: JavaScript (+AI)
  URL: https://dev.to/khaithisran/your-browser-your-ai-air-gapping-sensitive-audio-transcriptions-with-webgpu-3n85

- Weight Space Programming - Deep Dive Tutorial : Live Demo
  Source: devto-javascript
  Topic: JavaScript (+AI)
  URL: https://dev.to/vishalmysore/weight-space-programming-deep-dive-tutorial-live-demo-2gf

- Supastarter Explained: Build Your Next.js SaaS Faster
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/f9xrteam/supastarter-explained-build-your-nextjs-saas-faster-4n0m

- Free browser image tools that don't upload your files — except the AI ones, and here's which
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/imagemagixonline/free-browser-image-tools-that-dont-upload-your-files-except-the-ai-ones-and-heres-which-l6a

- Math.round(x * 100) / 100 rounds 1.005 to 1: the rounding bug in our unit tables
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/skibuff/mathroundx-100-100-rounds-1005-to-1-the-rounding-bug-in-our-unit-tables-44ke

- Open Source vs SaaS: A Bootstrapper's Decision Framework
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/guang_diyuzhi_74b0fec2c09/open-source-vs-saas-a-bootstrappers-decision-framework-2g7

- Your AI-built budget app says you're -$0.00 over budget: 6 money bugs in JavaScript (and the prompts that fix them)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/shipinanhour/your-ai-built-budget-app-says-youre-000-over-budget-6-money-bugs-in-javascript-and-the-222d

- Quiz: Python Plotting With Matplotlib (Guide)
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/python-matplotlib-guide/

- Quiz: Learn With Mentor AI: Getting More Out of Video Courses
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/learn-with-mentor-ai-video-courses/

- Quiz: Beautiful Soup: Build a Web Scraper With Python
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/beautiful-soup-web-scraper-python/

- Debugging a Bad INP Score: The Actual Steps, Not Just "Optimize JavaScript"
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/klyx/debugging-a-bad-inp-score-the-actual-steps-not-just-optimize-javascript-583l

- The 64-Bit Integer Hazard: Why Standard JSON.parse Silently Corrupts Snowflake IDs (And How to Fix It)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/devomnitools/the-64-bit-integer-hazard-why-standard-jsonparse-silently-corrupts-snowflake-ids-and-how-to-fix-2i4a

- JavaScript Is Not Just About Making Websites Interactive
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/hadeel_74/javascript-is-not-just-about-making-websites-interactive-1np2

- One source of truth for math, tests and SEO copy: building a calculator site with Eleventy
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/devstone/one-source-of-truth-for-math-tests-and-seo-copy-building-a-calculator-site-with-eleventy-2m70

- Test DOCX Breaks as a Many-to-One Conversion
  Source: devto-javascript
  Topic: JavaScript (+AI)
  URL: https://dev.to/yanwang/test-docx-breaks-as-a-many-to-one-conversion-5h1

- Why Rust Web Development Sucked for Web Developers (Until Now)
  Source: devto-javascript
  Topic: JavaScript (+Django, FastAPI, Python)
  URL: https://dev.to/somens_8dworld_53ba0a92/why-rust-web-development-sucked-for-web-developers-until-now-g0f

- Building a Reliable Length-to-Width Calculator with Vanilla JavaScript
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/harriet_mccafferty/building-a-reliable-length-to-width-calculator-with-vanilla-javascript-5em9

- A Developer’s Guide to Preserving UTM Parameters from Landing Page to CRM
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/chirag191094/a-developers-guide-to-preserving-utm-parameters-from-landing-page-to-crm-49a9

- The first proof no human could read
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/pgardunoc/the-first-proof-no-human-could-read-1da9

- Fog Is the Wolf's Eyesight: How the Fog Tide Works in a Three.js Horror Game
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/lullwoodgamer/fog-is-the-wolfs-eyesight-how-the-fog-tide-works-in-a-threejs-horror-game-38jd

- Romanian CUI Validation in TypeScript, Zod and React
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/wingo-ui/romanian-cui-validation-in-typescript-zod-and-react-1h4o

- Finding missing and unused i18next keys in a React project
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/ibrahimdans/finding-missing-and-unused-i18next-keys-in-a-react-project-4k0a

- Testing Non-Deterministic LLM Output in Java: Evaluation Harnesses for CI
  Source: java-code-geeks
  Topic: Java (+AI)
  URL: https://www.javacodegeeks.com/2026/11/testing-non-deterministic-llm-output-in-java-evaluation-harnesses-for-ci.html

- This rate limit says 10 per minute. It let 20 through in 6 seconds.
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/haiduc0147/this-rate-limit-says-10-per-minute-it-let-20-through-in-6-seconds-5eej

- Responsible Design Patterns for Gambling-Related Calculator Tools
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/bahisbonusurehber/responsible-design-patterns-for-gambling-related-calculator-tools-1d2c

- Building a Bonus Wagering Calculator in Plain JavaScript (with Tests)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/bahisbonusurehber/building-a-bonus-wagering-calculator-in-plain-javascript-with-tests-4boi

- The Math Behind Wagering Requirements: Formulas, Worked Examples and Edge Cases
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/bahisbonusurehber/the-math-behind-wagering-requirements-formulas-worked-examples-and-edge-cases-12lf

- Create an AI Podcast Generator with ElevenLabs
  Source: devto-javascript
  Topic: JavaScript (+AI)
  URL: https://dev.to/voice_developer/create-an-ai-podcast-generator-with-elevenlabs-3e4o

- MY PORTOFIO
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/noxcoredev/my-portofio-5338

- From Curious to Confident: How I Use AI APIs Without Being a Machine Learning Expert
  Source: devto-javascript
  Topic: JavaScript (+AI, React)
  URL: https://dev.to/shadie_ai/from-curious-to-confident-how-i-use-ai-apis-without-being-a-machine-learning-expert-e5o

- Webpack Module Bundling Explained: How It Works Under the Hood
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/whjin/webpack-module-bundling-explained-how-it-works-under-the-hood-162f

- JavaScript Defer vs Async: A Complete Guide
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/whjin/javascript-defer-vs-async-a-complete-guide-3gbd

- Direct Image Upload to Object Storage Using JS in Browser (5 MiB Tenant Boundaries)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/barnabyvance6852/direct-image-upload-to-object-storage-using-js-in-browser-5-mib-tenant-boundaries-1k6l

- The Pre-Automation Audit: Preparing Your Node.js Project for Reliable Nightly Builds
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/mr_thankyou_58b14997d0c77/the-pre-automation-audit-preparing-your-nodejs-project-for-reliable-nightly-builds-5222

- Node 27's first alpha brings breaking changes
  Source: node-weekly
  Topic: JavaScript
  URL: https://nodeweekly.com/issues/646

## Research

- How to Report for 100+ Clients With One Semantic Model
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/how-to-report-for-100-clients-with-one-semantic-model/

- How We Built NASA's Zero-Shot Detector for Gas Leaks from Space
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/how-we-built-nasas-zero-shot-detector-for-gas-leaks-from-space/

- How GEO, WebMCP, and Bot Paywalls Are Building the AI-Native Internet
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/how-geo-webmcp-and-bot-paywalls-are-building-the-ai-native-internet/

- Why a Tiny GPT Can Know Two Facts and Still Not Connect Them
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/why-a-tiny-gpt-can-know-two-facts-and-still-not-connect-them/

- The Harness Is the Model: Agent Scaffolding Changes a Fixed LLM's Compliance with Banking Conduct Rules, Unevenly Across Models
  Source: arxiv-cs-cl
  Topic: AI Research (+AI, JavaScript, React)
  URL: https://arxiv.org/abs/2611.06116

- LongBanana: An Expert-Verified Benchmark for Long-Context Multi-Reference Image Synthesis
  Source: arxiv-cs-cl
  Topic: AI Research (+AI, JavaScript, React)
  URL: https://arxiv.org/abs/2611.06856

- BobFlow: Towards Human-Agent Collaborative Data Science Using Dataflows
  Source: arxiv-cs-ai
  Topic: AI Research (+AI, JavaScript, React)
  URL: https://arxiv.org/abs/2611.05761

- A Hybrid Approach for Automated Security Pattern Recovery
  Source: arxiv-cs-ai
  Topic: AI Research (+AI, JavaScript, React)
  URL: https://arxiv.org/abs/2611.05823

## Community

- I am tired
  Source: kushal-das
  Topic: Python (+AI)
  URL: https://kushaldas.in/posts/i-am-tired.html

- Quoting Paul Ford
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Nov/5/paul-ford/

- Trait implementation with generic parameter
  Source: rust-users-forum
  Topic: Rust
  URL: https://users.rust-lang.org/t/trait-implementation-with-generic-parameter/143498

- BCE: The Screaming Architecture For Humans and LLMs, All 30 Episodes Are Online
  Source: adam-bien
  Topic: Java (+AI)
  URL: https://adambien.blog/roller/abien/entry/bce_the_screaming_architecture_for_humans_and_llms_all_30_episodes_are_online

- 10 Years of BHS, Valley Health, Winchester, Virginia
  Source: kenneth-reitz
  Topic: Python
  URL: https://kennethreitz.org/essays/2026-11-05-mental_health_triage_bhs

- Glyph Lefkowitz: Why You Should Care About The Political Project of Twisted
  Source: planet-python
  Topic: Python
  URL: https://blog.glyph.im/2026/11/the-project-of-twisted.html

- PyCharm: What’s New in PyCharm 2026.3
  Source: planet-python
  Topic: Python (+AI, FastAPI)
  URL: https://blog.jetbrains.com/pycharm/2026/11/what-s-new-in-pycharm-2026-3/

- Make print() use a single write() call
  Source: discuss-python-ideas
  Topic: Python
  URL: https://discuss.python.org/t/make-print-use-a-single-write-call/109886

- LernerPython blog, from Reuven Lerner: Python 3.15 comprehension unpacking: Why you can’t transform items
  Source: planet-python
  Topic: Python
  URL: https://lernerpython.com/2026/11/05/python-3-15-comprehension-unpacking-why-you-cant-transform-items/

- Neocaml 0.11: OxCaml, Indentation Styles, and odoc
  Source: ocaml-planet
  Topic: OCaml
  URL: https://batsov.com/articles/2026/11/05/neocaml-0-11-oxcaml-indentation-styles-and-odoc/

- Wing Tips: Getting Started with Autonomous Development in Wing Pro 12.1
  Source: planet-python
  Topic: Python
  URL: https://wingware.com/blog/agent-autonomous

- Graham Dumpleton: A first look at Muru
  Source: planet-python
  Topic: Python
  URL: https://grahamdumpleton.me/posts/2026/11/a-first-look-at-muru/

- Discovering OCaml as a Scala Developer Part 4: Testing against a real PostgreSQL
  Source: ocaml-planet
  Topic: OCaml (+PostgreSQL)
  URL: https://gilwath.com/articles/from_scala_to_ocaml_part4.html

- A Quick Guide to Go's Assembler
  Source: lobsters
  Topic: General (+Go)
  URL: https://go.dev/doc/asm

- Reflections on Rust in the LLM Age
  Source: lobsters
  Topic: General (+AI, Rust)
  URL: https://www.youtube.com/watch?v=5D7QPOIZ7gY

- Show HN: Spindle – a full-featured, type-safe web framework for OCaml 5
  Source: hacker-news
  Topic: General (+FastAPI, Python)
  URL: https://github.com/hyphatech/spindle

- The State of Python Profiling in 2026
  Source: lobsters
  Topic: General (+Python)
  URL: https://p403n1x87.github.io/the-state-of-python-profiling-in-2026.html

- 11 nanoseconds per word: Ridiculously Over-Optimizing Anagrams
  Source: lobsters
  Topic: General (+Rust)
  URL: https://wiredream.com/anagram-fun/