TILens Daily Edition
2026-10-11
Filters: topic=languages, github=hidden

Stats: 94 articles, 14 sources, 2 research papers
Top topics: JavaScript, Python, AI

## News

- Java - The Year of the Runtime!
  Source: inside-java
  Topic: Java
  URL: https://inside.java/2026/10/11/devoxxbelgium-runtime-year-keynite/

- Is your MT5 EA losing on its entries or its exits? A free report analyser
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/hawkbtcommander/is-your-mt5-ea-losing-on-its-entries-or-its-exits-a-free-report-analyser-4de2

- A financial metric needs a type, not just a number
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/stockexpertai/a-financial-metric-needs-a-type-not-just-a-number-46l3

- JWT Authentication Explained: Theory, Security, and a Complete Node.js & Express Example
  Source: devto-javascript
  Topic: JavaScript (+MongoDB, React)
  URL: https://dev.to/abanoubkerols/jwt-authentication-explained-theory-security-and-a-complete-nodejs-express-example-264

- Build a REST API with Fairyfly and SQLite
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/majid_01/build-a-rest-api-with-fairyfly-and-sqlite-mb0

- Letter to 13:18-Me: Bound the Packet Before the Runner
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/codejs_8314/letter-to-1318-me-bound-the-packet-before-the-runner-2n7o

- Ten Mercado Libre Results, Four Kinds of Link — and Only Two Carry the Product ID
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/nikita_iakovlev_415524c19/ten-mercado-libre-results-four-kinds-of-link-and-only-two-carry-the-product-id-2g7f

- Reject Shell Strings in an Agent Tool Pull Request
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/codejs_6920/reject-shell-strings-in-an-agent-tool-pull-request-40e7

- Outside the Assertion: The Retry Budget a Pairing Hour Refused to Inline
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/appjs_7055/outside-the-assertion-the-retry-budget-a-pairing-hour-refused-to-inline-16na

- (https://diamondexch.me/
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/pushpa_ji_b7fc3dc06098d51/httpsdiamondexchme-33p1

- Why Traditional Metadata Stripping Fails: Inspecting EXIF, XMP & Document Streams
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/vantorkit/why-traditional-metadata-stripping-fails-inspecting-exif-xmp-document-streams-1b59

- Ranking every Texas bar by alcohol sales with one SoQL query
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/matt_lee_8e6b269551323b60/ranking-every-texas-bar-by-alcohol-sales-with-one-soql-query-51io

- Build a Voice-Enabled Chatbot with ElevenLabs and OpenAI
  Source: devto-javascript
  Topic: JavaScript (+AI, React)
  URL: https://dev.to/voice_developer/build-a-voice-enabled-chatbot-with-elevenlabs-and-openai-5boa

- Top 18 Websites to Buy Aged Gmail Accounts (Cheap & Old)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/usasvcit43trs4/top-18-websites-to-buy-aged-gmail-accounts-cheap-old-4fgd

- Rendering Strategies: CSR, SSR, SSG & ISR
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/sri2614/rendering-strategies-csr-ssr-ssg-isr-5g45

- Where to Sell Website Templates and UI Kits: A Practical Guide for Creators
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/maureen_marketing_cd34d9e/where-to-sell-website-templates-and-ui-kits-a-practical-guide-for-creators-2m0j

- task-progress-mod v0.2: your agent's progress bar now summarizes tool output
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/haoli/task-progress-mod-v02-your-agents-progress-bar-now-summarizes-tool-output-4h67

- FullCalendar in Angular: From Setup to Interactive Drag-and-Drop
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/sunny7899/fullcalendar-in-angular-from-setup-to-interactive-drag-and-drop-68e

- Events in JavaScript (JS)?
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/sathishkumar_0506/events-in-javascript-js-90l

- How to add real exercise videos to your fitness app in 5 minutes
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/tosh_koevoets_c167a1efc0b/how-to-add-real-exercise-videos-to-your-fitness-app-in-5-minutes-40ce

- TrailWhistle: A Bird-Call Identifier That Works With Zero Bars of Signal
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/sourabh-kumar04/trailwhistle-a-bird-call-identifier-that-works-with-zero-bars-of-signal-11d

- "silver price" returned US CPI: plain-word lookups that answer the wrong question
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/arhancanli/silver-price-returned-us-cpi-plain-word-lookups-that-answer-the-wrong-question-l16

- Why your JSON formatter silently changes your IDs
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/mugen_shank/why-your-json-formatter-silently-changes-your-ids-20ga

- React Hooks: useContext, useRef, and useMemo
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/candyx3/react-hooks-usecontext-useref-and-usememo-97p

- 🌿 Tahal: A Little Less Screen, A Little More Green
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/abhyuday_sharma_4093/tahal-a-little-less-screen-a-little-more-green-49oh

- Functional Programming in Python: When and How to Use It
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-functional-programming/

- What Can I Do With Python?
  Source: real-python
  Topic: Python
  URL: https://realpython.com/what-can-i-do-with-python/

- Quiz: Continuous Integration With Python: An Introduction
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/python-continuous-integration/

- SQLite in Production: Why WAL Mode, busy_timeout, and 1-Writer Pools
  Source: pythonhub-digest
  Topic: Python
  URL: https://www.reddit.com/r/Python/comments/1wowf4q/sqlite_in_production_why_wal_mode_busy_timeout/

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

- How to Rotate Proxies in Python with Requests (2026 Guide)
  Source: pythonhub-digest
  Topic: Python
  URL: https://unlimitedresidentialproxy.com/blog/how-to-rotate-proxies-python

- A Lean Proof Printing Python Union Find
  Source: pythonhub-digest
  Topic: Python
  URL: https://www.philipzucker.com/proof_uf/

- AI Engineering from Scratch
  Source: pythonhub-digest
  Topic: Python
  URL: https://aiengineeringfromscratch.com/index.html

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

- Python Algorithmic Trading Course – Massive, SnapTrade & Alpaca Integrations
  Source: pythonhub-digest
  Topic: Python (+Django)
  URL: https://www.youtube.com/watch?v=zH2Mg782XhA

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

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

- type_enforced
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/connor-makowski/type_enforced

- Taste-Bench
  Source: pythonhub-digest
  Topic: Python (+AI)
  URL: https://github.com/wbopan/tastebench

- Ciaren: open-source visual ETL exporting pandas and Polars code (alpha)
  Source: pythonhub-digest
  Topic: Python
  URL: https://ciaren.com/

- Lemma
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/lemma-work/lemma-platform

- django-upgrade-report
  Source: pythonhub-digest
  Topic: Python (+Django)
  URL: https://github.com/derblub/django-upgrade-report

- Why You NEED This New Python Tool
  Source: pythonhub-digest
  Topic: Python
  URL: https://www.youtube.com/watch?v=lFA-zuZRG4Q

- FastAPI Middleware - writing custom middleware functions!
  Source: pythonhub-digest
  Topic: Python (+FastAPI)
  URL: https://www.youtube.com/watch?v=M1RMHhHJeNU

- Language Models for Text Classification: From Bag-of-Words to Jev
  Source: pythonhub-digest
  Topic: Python (+AI)
  URL: https://magazine.sebastianraschka.com/p/classifier-history-and-jev

- EvoOntology: A Self-Evolving Ontology Layer for Data Agents
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/ruc-datalab/EvoOntology

- Building an Ultra-High Throughput AI-SQL Engine
  Source: pythonhub-digest
  Topic: Python (+AI)
  URL: https://fsdatalab.github.io/blog/introducing-quail/

- LangSmith Crash Course: LLMOps in Python
  Source: pythonhub-digest
  Topic: Python
  URL: https://www.youtube.com/watch?v=P3kmo04DiEw

- Jeff
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/firelex/jeff

- Anyone still using Flask, or has FastAPI completely taken over? 🤔
  Source: pythonhub-digest
  Topic: Python (+FastAPI)
  URL: https://www.reddit.com/r/Python/comments/1wxkk8m/anyone_still_using_flask_or_has_fastapi/

- How to darken a canvas-based editor without changing the document
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/tjmanoj/how-to-darken-a-canvas-based-editor-without-changing-the-document-57ej

- I replaced JasperReports with JavaScript – and it's 4 faster
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/arun_mallikarjuna_7c53800/i-replaced-jasperreports-with-javascript-and-its-4x-faster-hb1

- pptxgenjs dropped one of my chart series and reported nothing
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/laoliaibiji/pptxgenjs-dropped-one-of-my-chart-series-and-reported-nothing-31p0

- I Automated My Weekly Reporting With 40 Lines of Node (No Zapier, No n8n)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/inkdigitalstudio/i-automated-my-weekly-reporting-with-40-lines-of-node-no-zapier-no-n8n-2blm

- Pushing Small Speakers to the Limit: Building a Multi-Harmonic Web Audio DSP Chain in Vanilla JavaScript
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/nayeem_software/pushing-small-speakers-to-the-limit-building-a-multi-harmonic-web-audio-dsp-chain-in-vanilla-d7e

- Building a Self-Hosted AI Agent on Cloudflare's Free Tier: From Zero to Production
  Source: devto-javascript
  Topic: JavaScript (+AI)
  URL: https://dev.to/nughes/building-a-self-hosted-ai-agent-on-cloudflares-free-tier-from-zero-to-production-5h6g

- Cloudflare Acquires Deno – What It Means for AI & DevOps Engineers
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/naveenmalothu/cloudflare-acquires-deno-what-it-means-for-ai-devops-engineers-143

- I built 59 free browser-based dev tools in vanilla JS — here's what I learned
  Source: devto-javascript
  Topic: JavaScript (+AI, React)
  URL: https://dev.to/yuvaraj_radhakrishnan_224/i-built-59-free-browser-based-dev-tools-in-vanilla-js-heres-what-i-learned-i8a

- Why saving scroll position in a browser extension is broken (and how text fragments fix it)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/latr/why-saving-scroll-position-in-a-browser-extension-is-broken-and-how-text-fragments-fix-it-44el

- Novelty Gate Sentinel— confidence is not novelty.
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/jackymencz/novelty-gate-sentinel-confidence-is-not-novelty-1e94

- I Thought Text Formatting Was Simple Until I Tried Building It With JavaScript
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/aarooshi_tyagi_118c4a0430/i-thought-text-formatting-was-simple-until-i-tried-building-it-with-javascript-41hm

- How to Add Structured Data (JSON-LD) to a Next.js Site and Validate It
  Source: freecodecamp
  Topic: General (+Information Retrieval, JavaScript, React)
  URL: https://www.freecodecamp.org/news/nextjs-json-ld-structured-data/

- Finally, a visual form builder for Angular Formly
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/grumptech/finally-a-visual-form-builder-for-angular-formly-1ll

- my cookieless analytics shows an error instead of a fake number
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/omyvnss/my-cookieless-analytics-shows-an-error-instead-of-a-fake-number-204i

- I built a free ringtone maker with Web Audio and FFmpeg.wasm
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/apoorvdarshan/i-built-a-free-ringtone-maker-with-web-audio-and-ffmpegwasm-3b02

- Cloudflare Bought Deno. You Have 12 Months.
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/max_quimby/cloudflare-bought-deno-you-have-12-months-13ie

- Why a browser-based Gemini watermark remover should sometimes keep the original
  Source: devto-javascript
  Topic: JavaScript (+AI)
  URL: https://dev.to/brucedu521/why-a-browser-based-gemini-watermark-remover-should-sometimes-keep-the-original-3o50

- Character Counting Is Harder Than It Looks: A Dev's Guide
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/bowentse/character-counting-is-harder-than-it-looks-a-devs-guide-pdf

- Do you still install uuid, qs or Moment out of habit? I checked 10 built-in browser APIs against MDN and tested the examples in Chrome, and noted when to keep the package.
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/loknath_patel_aafc07267d5/do-you-still-install-uuid-qs-or-moment-out-of-habit-i-checked-10-built-in-browser-apis-against-o50

- 10 Browser APIs That Can Replace npm Packages (and When They Can't)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/loknath_patel_aafc07267d5/10-browser-apis-that-can-replace-npm-packages-and-when-they-cant-1gl3

- The Dual-Plane Problem: Syncing Discount Data Across Shopify's Two Isolated Worlds
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/yuntongsoft/the-dual-plane-problem-syncing-discount-data-across-shopifys-two-isolated-worlds-4mgb

- How to Calculate a Lottery Annuity Payout in JavaScript (30 Payments, 5% Growth, Taxes)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/agoesjayanata/how-to-calculate-a-lottery-annuity-payout-in-javascript-30-payments-5-growth-taxes-4i4k

- The Math Behind Compound Interest — And Why It Matters More Than You Think
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/toolzip/the-math-behind-compound-interest-and-why-it-matters-more-than-you-think-2mk9

- Build an Interactive, Printable Client Document Checklist with Plain HTML, localStorage and Print CSS
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/corpablehk/build-an-interactive-printable-client-document-checklist-with-plain-html-localstorage-and-print-19l9

- Why JavaScript Says 5 + 5 = 55 (and How to Fix It)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/primeemre/why-javascript-says-5-5-55-and-how-to-fix-it-198a

- “Java - The Year of the Runtime!”
  Source: jvm-weekly
  Topic: Java
  URL: https://inside.java/2026/10/11/devoxxbelgium-runtime-year-keynote/

## Research

- A Practical Guide to OpenAI's New Decisions API
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/a-practical-guide-to-openais-new-decisions-api/

- Agentic Systems: A Practitioner's Guide to 6 Advanced Architectural Patterns
  Source: towards-data-science
  Topic: AI Research (+AI, JavaScript, Python, React)
  URL: https://towardsdatascience.com/agentic-systems-a-practitioners-guide-to-6-advanced-architectural-patterns/

## Community

- Problems with rustup
  Source: rust-users-forum
  Topic: Rust
  URL: https://users.rust-lang.org/t/problems-with-rustup/142968

- Nested #[repr(c)] in rust struct
  Source: rust-users-forum
  Topic: Rust
  URL: https://users.rust-lang.org/t/nested-repr-c-in-rust-struct/142965

- Column width interaction of ansi_term and tabled crates
  Source: rust-users-forum
  Topic: Rust
  URL: https://users.rust-lang.org/t/column-width-interaction-of-ansi-term-and-tabled-crates/142955

- Dwarf Fortress uses version control now
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Oct/11/dwarf-fortress/

- Scraping websites and bot-protection
  Source: nicolas-frankel
  Topic: Java
  URL: https://blog.frankel.ch/bypass-bot-protection/

- Kay Hayen: Nuitka Release 4.3
  Source: planet-python
  Topic: Python
  URL: https://nuitka.net/posts/nuitka-release-43.html

- Ned Batchelder: Making git hooks visible
  Source: planet-python
  Topic: Python
  URL: https://nedbatchelder.com/blog/202610/making_git_hooks_visible

- Mahmoud Hashemi: CalVer 26.0: 10th Anniversary Edition
  Source: planet-python
  Topic: Python
  URL: https://sedimental.org/calver_26.html

- LernerPython blog, from Reuven Lerner: Pandas groupby: Multiple columns and multiple aggregation methods
  Source: planet-python
  Topic: Python
  URL: https://lernerpython.com/2026/10/11/pandas-groupby-multiple-columns-and-multiple-aggregation-methods/

- .plan-26-41: Hello, is it Part II you're looking for?
  Source: ocaml-planet
  Topic: OCaml
  URL: https://anil.recoil.org/notes/2026w41

- Shredding JSON columns gave Logfire up to 1000x faster queries
  Source: hacker-news
  Topic: General (+FastAPI, Python)
  URL: https://pydantic.dev/articles/dynamic-shredding-2026-01-26

- Highlights from "I spent 6 years developing a game in Rust and it just shipped, AMA" (2024)
  Source: lobsters
  Topic: General (+Rust)
  URL: https://gamesbymason.com/blog/2024/6-years-in-rust-ama/#what-made-you-decide-to-use-rust

- Tello's GameSir T1d controller as a Linux Xbox controller
  Source: lobsters
  Topic: General (+Python)
  URL: https://blog.jacq.cc/guides/gamesir-t1d-linux-gamepad/

- The next-gen borrow checker, a drop-in replacement for Rust borrow checking
  Source: lobsters
  Topic: General (+Rust)
  URL: https://gist.github.com/FlameyosSnowy/a49a35ba006238be55d8c3e410c31061

- Making React Context Cheap with React Compiler
  Source: lobsters
  Topic: General (+JavaScript, React, Web)
  URL: https://jjenzz.com/making-react-context-cheap/

- The wild west of polyglot docs sites
  Source: lobsters
  Topic: General (+Python, Rust)
  URL: https://technicalwriting.dev/blog/2026/10/polyglot/index.html