TILens Daily Edition
2026-10-26
Filters: topic=languages, github=hidden

Stats: 99 articles, 19 sources, 8 research papers
Top topics: JavaScript, Python, AI

## News

- Spring Office Hours Podcast: S5E27 - Hugging Face for Java Developers with Pratik Patel
  Source: spring-blog
  Topic: Java (+AI)
  URL: https://spring.io/blog/2026/10/26/spring-office-hours-podcast-S5E27

- Python 3.15.2, 3.14.10, 3.13.18, 3.12.16 and 3.11.18 are out
  Source: python-insider
  Topic: Python
  URL: https://blog.python.org/2026/10/python-3152-31410-31318-31216-31118/

- JSONFold: Format, validate, and explore JSON in your browser
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/abhishek_deshmukh_67c8cf6/jsonfold-format-validate-and-explore-json-in-your-browser-3lkk

- Building Privacy-First Web Apps: Calculations Without a Backend
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/tanzeel_abbas_1288a9e8d4c/building-privacy-first-web-apps-calculations-without-a-backend-19d

- Compound Interest: The Math Behind Wealth Building
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/tanzeel_abbas_1288a9e8d4c/compound-interest-the-math-behind-wealth-building-22cl

- Track New Jobs at Your Target Companies Straight From Their ATS (Greenhouse, Lever, Ashby, Workday)
  Source: devto-javascript
  Topic: JavaScript (+AI)
  URL: https://dev.to/dedicated_crest/track-new-jobs-at-your-target-companies-straight-from-their-ats-greenhouse-lever-ashby-workday-5dk3

- How to make a product launch video with Claude Code and HyperFrames (HTML to MP4)
  Source: devto-javascript
  Topic: JavaScript (+AI)
  URL: https://dev.to/dedupedai/how-to-make-a-product-launch-video-with-claude-code-and-hyperframes-html-to-mp4-1ab5

- How Fancy Letters Really Work: A Developer's Tour of Unicode's Hidden Alphabets
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/letrasbonitasz/how-fancy-letters-really-work-a-developers-tour-of-unicodes-hidden-alphabets-16fa

- Architectural Masterclass: Building an Enterprise-Grade Core Ledger and Payment Gateway SaaS
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/programmingcentral/architectural-masterclass-building-an-enterprise-grade-core-ledger-and-payment-gateway-saas-29an

- Minifying Astro HTML after the build: a post-build script, measured
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/seppegadeyne/minifying-astro-html-after-the-build-a-post-build-script-measured-42ob

- Attack on nearly 1.000 online stores infects visitors with hidden code
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/hacksgr/attack-on-nearly-1000-online-stores-infects-visitors-with-hidden-code-7j6

- I built a free hair regrowth timeline calculator (vanilla JS, no dependencies)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/nellaskin/i-built-a-free-hair-regrowth-timeline-calculator-vanilla-js-no-dependencies-57g3

- Amortization math in 40 lines of JavaScript: building a mortgage calculator with zero backend
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/farbodf/amortization-math-in-40-lines-of-javascript-building-a-mortgage-calculator-with-zero-backend-4ig2

- Making legacy regexes readable — without changing what they match
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/fu_fu_dfbec863ed6c21e3/making-legacy-regexes-readable-without-changing-what-they-match-4l4l

- Upgrading Spring Framework Version in Spring Boot
  Source: java-code-geeks
  Topic: Java
  URL: https://www.javacodegeeks.com/upgrading-spring-framework-version-in-spring-boot.html

- Vector Search for Java Developers: HNSW Intuition and pgvector in Practice
  Source: java-code-geeks
  Topic: Java (+AI, PostgreSQL)
  URL: https://www.javacodegeeks.com/2026/10/vector-search-for-java-developers-hnsw-intuition-and-pgvector-in-practice.html

- JDK 26 Performance Enhancements
  Source: java-code-geeks
  Topic: Java
  URL: https://www.javacodegeeks.com/jdk-26-performance-enhancements.html

- Java News Roundup: JDK 28 Schedule, Oracle CPUs, eMudhra Certs, Apache POI, WildFly, Azul, BellSoft
  Source: infoq-java
  Topic: Java
  URL: https://www.infoq.com/news/2026/10/java-news-roundup-oct19-2026/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Java

- Top 5 Trusted Platforms to Buy Old Gmail Accounts Safely
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/uniqueservies87/top-5-trusted-platforms-to-buy-old-gmail-accounts-safely-38oa

- I Spent 5 Months Trying to Learn JavaScript. Then I Found Scrimba.
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/natyle_83c0aaed9650bd063b/i-spent-5-months-trying-to-learn-javascript-then-i-found-scrimba-4nm1

- I built a desktop pet that floats over every window — using the Document Picture-in-Picture API
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/ethanbennett_dev/i-built-a-desktop-pet-that-floats-over-every-window-using-the-document-picture-in-picture-api-3gbf

- Spend guards for agents that pay x402 APIs: caps, payee allowlists and a daily budget
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/cryptomoneymakr/spend-guards-for-agents-that-pay-x402-apis-caps-payee-allowlists-and-a-daily-budget-3km5

- JSON Schema Structured Summarization in Node.js: OpenAI GPT Endpoint Retry Design 2026
  Source: devto-javascript
  Topic: JavaScript (+AI)
  URL: https://dev.to/elibennett128/json-schema-structured-summarization-in-nodejs-openai-gpt-endpoint-retry-design-2026-5epe

- Operators in JS
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/sowntharya/operators-in-js-o97

- Typescript - PROs and CONs
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/web-dev-devrel-serious/typescript-pros-and-cons-eo8

- Building a Frictionless Vocal Range Test: A Deep Dive into Web Audio API and Astro
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/eason87/building-a-frictionless-vocal-range-test-a-deep-dive-into-web-audio-api-and-astro-2ja2

- What Js frameworks support Typescript?
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/web-dev-devrel-serious/what-js-frameworks-support-typescript-50bn

- Arsitektur Next.js 14 Modern dan Strategi Optimasi Core Web Vitals (INP, LCP, CLS) untuk Web Skala Enterprise
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/andikaputradev/arsitektur-nextjs-14-modern-dan-strategi-optimasi-core-web-vitals-inp-lcp-cls-untuk-web-skala-55i1

- Python Protocols: Leveraging Structural Subtyping
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-protocol/

- Create a Flask Application With Google Login
  Source: real-python
  Topic: Python
  URL: https://realpython.com/flask-google-login/

- 13 Project Ideas for Intermediate Python Developers
  Source: real-python
  Topic: Python
  URL: https://realpython.com/intermediate-python-project-ideas/

- How to Use Generators and yield in Python
  Source: real-python
  Topic: Python
  URL: https://realpython.com/introduction-to-python-generators/

- Managing Python Projects With uv: An All-in-One Solution
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-uv/

- ChromaDB: Embeddings and Vector Databases in Python
  Source: real-python
  Topic: Python (+AI)
  URL: https://realpython.com/chromadb-vector-database/

- Single and Double Underscores in Python Names
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-double-underscore/

- A Practical Introduction to Web Scraping in Python
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-web-scraping-practical-introduction/

- AI for Beginners: Use Agents With Confidence
  Source: real-python
  Topic: Python
  URL: https://realpython.com/courses/ai-agents-101/

- Build Command-Line Interfaces With Python's argparse
  Source: real-python
  Topic: Python
  URL: https://realpython.com/command-line-interfaces-python-argparse/

- Git hooks in a zip: the attack that never touches npm install
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/cryptostrapon/your-take-home-repo-can-attack-you-without-npm-install-2495

- In a Background Tab, setInterval(fn, 1000) Runs Once a Minute
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/session_replay/in-a-background-tab-setintervalfn-1000-runs-once-a-minute-4mo5

- Quiz: Managing Python Projects With uv: An All-in-One Solution
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/python-uv/

- Quiz: Working With APIs in Python: Reading Public Data
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/working-apis-reading-public-data/

- Quiz: A Practical Introduction to Web Scraping in Python
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/python-web-scraping-practical-introduction/

- Quiz: How to Use Generators and yield in Python
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/generators-and-yield-in-python/

- A tesseract TSV is a list of word boxes, not a table. Getting rows out of it
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/token111/a-tesseract-tsv-is-a-list-of-word-boxes-not-a-table-getting-rows-out-of-it-c0f

- VPN Kill Switch Test From a Browser Tab: What Polling Can and Can't Prove
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/katiabelokon/vpn-kill-switch-test-from-a-browser-tab-what-polling-can-and-cant-prove-472j

- Keeping 18-digit IDs intact between OCR text and a spreadsheet
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/shu_jing_915fa287b22539ad/keeping-18-digit-ids-intact-between-ocr-text-and-a-spreadsheet-3la7

- Splitting OCR table columns: gap method or projection valleys? It came down to the header
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/yue_shu_c621a4a637f22396f/splitting-ocr-table-columns-gap-method-or-projection-valleys-it-came-down-to-the-header-431

- Estimating skew from OCR word boxes before row clustering: one of my three estimators broke at 5 degrees
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/iterandum/estimating-skew-from-ocr-word-boxes-before-row-clustering-one-of-my-three-estimators-broke-at-5-4165

- Recipe cost per serving: unit conversion without lying about cups vs grams
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/blackspectre512/recipe-cost-per-serving-unit-conversion-without-lying-about-cups-vs-grams-4gbi

- The 52-week savings challenge, solved for any goal (and two JavaScript date bugs)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/blackspectre512/the-52-week-savings-challenge-solved-for-any-goal-and-two-javascript-date-bugs-50of

- Table structure after OCR: why I'd rather get word boxes than tab-separated text
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/pm_cheng_3f36acecfb9c59f5/table-structure-after-ocr-why-id-rather-get-word-boxes-than-tab-separated-text-hdp

- Block Spoofed Telegram Mini App User IDs in React with Node HMAC Auth
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/serhii_a9c08345ac360cf5c8/block-spoofed-telegram-mini-app-user-ids-in-react-with-node-hmac-auth-240b

- My VS Code setup went from 47 extensions to 6. My productivity went up.
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/juanauriti/my-vs-code-setup-went-from-47-extensions-to-6-my-productivity-went-up-568n

- Debt snowball vs avalanche: settling it with a 40-line JavaScript simulation
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/blackspectre512/debt-snowball-vs-avalanche-settling-it-with-a-40-line-javascript-simulation-2elp

- A source-aware review queue for relationship editors, without automatic corrections
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/physicsai/a-source-aware-review-queue-for-relationship-editors-without-automatic-corrections-3758

- Introduction to the NVIDIA Triton Java API
  Source: java-code-geeks
  Topic: Java (+AI)
  URL: https://www.javacodegeeks.com/introduction-to-the-nvidia-triton-java-api.html

- The Disruptor and Mechanical Sympathy: Ring Buffers Against Queues
  Source: java-code-geeks
  Topic: Java
  URL: https://www.javacodegeeks.com/2026/10/the-disruptor-and-mechanical-sympathy-ring-buffers-against-queues.html

- What we learned giving AI assistants a real taxi button in Addis Ababa
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/aicom_38ddfdcb2a74af67683/what-we-learned-giving-ai-assistants-a-real-taxi-button-in-addis-ababa-1o47

- SSR and Hydration in a Small Framework: What Works, What Doesn't, and What's Next (Inside AngeLite, Part 7)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/duvanjamid/ssr-and-hydration-in-a-small-framework-what-works-what-doesnt-and-whats-next-inside-angelite-6gb

- Benchmarking Honestly: Where My Framework Wins and Where It Loses (Inside AngeLite, Part 6)
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/duvanjamid/benchmarking-honestly-where-my-framework-wins-and-where-it-loses-inside-angelite-part-6-11ie

- Optional by Design: What Every Core Feature Costs in Bytes (Inside AngeLite, Part 5)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/duvanjamid/optional-by-design-what-every-core-feature-costs-in-bytes-inside-angelite-part-5-1d0g

- How a CI Performance Budget Keeps a 6 KB Framework From Growing (Inside AngeLite, Part 4)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/duvanjamid/how-a-ci-performance-budget-keeps-a-6-kb-framework-from-growing-inside-angelite-part-4-11pd

- My Framework Ranked Last in the Security Tests. Here Are the 6 Holes I Fixed (Inside AngeLite, Part 3)
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/duvanjamid/my-framework-ranked-last-in-the-security-tests-here-are-the-6-holes-i-fixed-inside-angelite-part-54ao

- No Zone.js, No Virtual DOM: How Signals and a Microtask Update Only What Changed (Inside AngeLite, Part 2)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/duvanjamid/no-zonejs-no-virtual-dom-how-signals-and-a-microtask-update-only-what-changed-inside-angelite-5hf4

- A 6 KB Framework With Angular Syntax? Meet AngeLite (Inside AngeLite, Part 1)
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/duvanjamid/a-6-kb-framework-with-angular-syntax-meet-angelite-inside-angelite-part-1-4a09

- Lovable app works in preview but breaks after deploy? Seven fixes
  Source: devto-javascript
  Topic: JavaScript (+PostgreSQL)
  URL: https://dev.to/watershow/lovable-app-works-in-preview-but-breaks-after-deploy-seven-fixes-5211

- What remains without import type? Comparing tsc, esbuild, and side effects
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/hirodeath/what-remains-without-import-type-comparing-tsc-esbuild-and-side-effects-3pmi

- Six things I fixed while building a 3D card gallery with React Three Fiber
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/cryptocardinsider/six-things-i-fixed-while-building-a-3d-card-gallery-with-react-three-fiber-4jnd

- URL Encoder / Decoder: Why My Report Link Lost Half Its Query String (and the Percent-Encoding Fix in Python, Node, and the Browser)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/meng_meng_56f17e28e55f140/url-encoder-decoder-why-my-report-link-lost-half-its-query-string-and-the-percent-encoding-fix-1lam

- How to fund Rust contributors
  Source: this-week-in-rust
  Topic: Rust
  URL: https://blog.rust-lang.org/2026/10/26/how-to-fund-rust-contributors/

- Introducing TanStack Redact | TanStack Blog
  Source: tanstack-blog
  Topic: React (+JavaScript)
  URL: https://tanstack.com/blog/introducing-tanstack-redact

## Research

- What Makes AI-Written Stories Feel Off?
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/what-makes-ai-written-stories-feel-off/

- Opening the Box: Can Machine Learning Resolve Schrödinger’s Cat?
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/opening-the-box-can-machine-learning-resolve-schrdingers-cat/

- My Machine Learning Pipeline Cheated, and Cross-Validation Never Noticed
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/my-machine-learning-pipeline-cheated-and-cross-validation-never-noticed/

- Claude Code vs. Cursor: What a Field Test Shows That the Feature Comparisons Miss
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/claude-code-vs-cursor-what-a-field-test-shows-that-the-feature-comparisons-miss/

- Every Edge Needs a Quote: Building a Quote-Grounded Knowledge Graph of Healthcare Software Adoption with Language-Model Agents
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research, JavaScript, React)
  URL: https://arxiv.org/abs/2610.32781

- REACT: Representational Early Analysis and Control of Chain-of-Thought Trajectories
  Source: arxiv-cs-cl
  Topic: AI Research (+AI, JavaScript, React)
  URL: https://arxiv.org/abs/2610.32113

- Astro2Method: Benchmarking LLMs on Machine Learning Method Selection in Astronomy
  Source: arxiv-cs-ai
  Topic: AI Research (+AI, JavaScript, React)
  URL: https://arxiv.org/abs/2610.30282

- MirrorCraft: Paired Evaluation under Hidden Rule Changes in Minecraft
  Source: arxiv-cs-ai
  Topic: AI Research (+AI, JavaScript, React)
  URL: https://arxiv.org/abs/2607.29218

## Community

- GPT-6.1 Terra
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Oct/26/gpt-61-terra/

- “the trait bound `!: FromStr` is not satisfied” how should I fix it?
  Source: rust-users-forum
  Topic: Rust
  URL: https://users.rust-lang.org/t/the-trait-bound-fromstr-is-not-satisfied-how-should-i-fix-it/143288

- Quoting Jason Koebler
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Oct/26/jason-koebler/

- Which field in Rust is better to start with?
  Source: rust-users-forum
  Topic: Rust
  URL: https://users.rust-lang.org/t/which-field-in-rust-is-better-to-start-with/143283

- webframe: evaluated as a scraper and a sandbox
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Oct/26/webframe-evaluation/

- Should I start my programming journey with Rust?
  Source: rust-users-forum
  Topic: Rust
  URL: https://users.rust-lang.org/t/should-i-start-my-programming-journey-with-rust/143272

- "Michiel's Blog": Python on my wrist
  Source: planet-python
  Topic: Python
  URL: https://tildeweb.nl/~michiel/python-on-my-wrist.html

- HoloViz: Lumen 1.4.0 Release
  Source: planet-python
  Topic: Python
  URL: https://blog.holoviz.org/posts/lumen_1.4/

- Django Weblog: Natalia Bidart - Planned short-term leave
  Source: planet-python
  Topic: Python (+Django)
  URL: https://www.djangoproject.com/weblog/2026/oct/26/natalia-bidart-planned-short-term-leave/

- Rodrigo Girão Serrão: TypedDict with extra items
  Source: planet-python
  Topic: Python
  URL: https://mathspp.com/blog/typeddict-with-extra-items

- The Python Coding Stack: A New Price Without Breaking the Old One • The O in SOLID
  Source: planet-python
  Topic: Python
  URL: https://www.thepythoncodingstack.com/p/open-closed-principle-python-solid-series-ocp

- Notes from week 43
  Source: ocaml-planet
  Topic: OCaml
  URL: https://www.tunbury.org/2026/10/26/week-43/

- Stein Magnus Jodal: Introduction to barcode parsing
  Source: planet-python
  Topic: Python
  URL: https://jodal.dev/2026/10/26/barcode-parsing/

- k7: Keeping CLI Animations in Sync with Your Code
  Source: ocaml-planet
  Topic: OCaml
  URL: https://gazagnaire.org/blog/2026-10-26-k7.html

- Our Response To The eMudhra Key Disclosure Incident
  Source: lobsters
  Topic: General (+Go)
  URL: https://go.dev/blog/emudhra-incident

- Wails v3.0.0 Released
  Source: lobsters
  Topic: General (+Go)
  URL: https://v3.wails.io/blog/wails-v3-released/

- OpenLDK: Bringing the Java World into Common Lisp
  Source: lobsters
  Topic: General (+Java)
  URL: https://atgreen.github.io/repl-yell/posts/openldk-java-in-common-lisp/

- Removing Next.js Got My Blog to 100 on Every Lighthouse Category
  Source: hacker-news
  Topic: General (+JavaScript, React)
  URL: https://korindiehacker.bloffy.blog/en/removing-nextjs-got-my-blog-to-100-on-every-lighthouse-category

## Media

- China just dropped a new frontier model... and nobody can explain how
  Source: youtube-fireship
  Topic: Web (+General, JavaScript)
  URL: https://www.youtube.com/watch?v=G_em1hHPnXY