TILens Daily Edition
2026-09-12
Filters: topic=languages, github=hidden

Stats: 63 articles, 11 sources, 3 research papers
Top topics: JavaScript, AI, Python

## News

- Chạy LLM on-device trong app Capacitor: iOS 26 và Gemini Nano
  Source: devto-javascript
  Topic: JavaScript (+AI)
  URL: https://dev.to/bean_bean/chay-llm-on-device-trong-app-capacitor-ios-26-va-gemini-nano-2pf2

- Prompt caching ghi mà không đọc: vì sao bill tăng 25%
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/bean_bean/prompt-caching-ghi-ma-khong-doc-vi-sao-bill-tang-25-4b1j

- Does thinking twice as long make a Go AI twice as good? I measured it
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/lucian_lkb_1f009d/does-thinking-twice-as-long-make-a-go-ai-twice-as-good-i-measured-it-3mj8

- Best Crypto Recovery Service Providers: Top Firm for Retrieving Lost Cryptocurrency. Contact ZEUS CRYPTO RECOVERY SERVICES
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/daniel_regards_ce1a5dc55e/best-crypto-recovery-service-providers-top-firm-for-retrieving-lost-cryptocurrency-contact-zeus-4jg9

- I built a ReDoS scanner that proves each bug offline — and hands you a verified fix
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/aurelionakamura/i-built-a-redos-scanner-that-proves-each-bug-offline-and-hands-you-a-verified-fix-3a5e

- A CSV diff should reject duplicate IDs before it reports changes
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/yyygyf/a-csv-diff-should-reject-duplicate-ids-before-it-reports-changes-332l

- I Built a Free, Browser-Only AirDrop Alternative That Works on Any Device
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/alisha_albertgeorge_3a10/i-built-a-free-browser-only-airdrop-alternative-that-works-on-any-device-3h4n

- Inside BeeLadybug: Visual Logic & Collision Debugging (CodePen Challenge)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/antonioprosperi2svg/inside-beeladybug-visual-logic-collision-debugging-codepen-challenge-5bg5

- Query Every Token on the XRP Ledger With One Endpoint
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/nyxagi/query-every-token-on-the-xrp-ledger-with-one-endpoint-1kdl

- Stop AI Hallucinations: Building Zero-Hallucination Inference Engines in TypeScript with json-rules-engine and N3
  Source: devto-javascript
  Topic: JavaScript (+AI)
  URL: https://dev.to/programmingcentral/stop-ai-hallucinations-building-zero-hallucination-inference-engines-in-typescript-with-18ih

- Developer events September-October 2026
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/devrel-serious/developer-events-september-october-2026-13bm

- Why Static Mock APIs Aren't Enough for Modern Frontend Development
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/nileslabs/why-static-mock-apis-arent-enough-for-modern-frontend-development-5861

- setTimeout() in JavaScript
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/abishek_m_82/settimeout-in-javascript-gof

- How I built a CIAM triage agent that catches the failures that Auth0 logs as success
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/ayushi_agarwal_9996/how-i-built-a-ciam-triage-agent-that-catches-the-failures-that-auth0-logs-as-success-1ipg

- I Finally Published My First NPM Package! 🎉
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/hossein_najafi81/i-finally-published-my-first-npm-package-30om

- The test that failed every morning and passed every afternoon
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/eugen_taranowski/the-test-that-failed-every-morning-and-passed-every-afternoon-35pa

- Turn a JSON File of Testimonials into Quote Card Images with One Node.js Script
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/accreditly/turn-a-json-file-of-testimonials-into-quote-card-images-with-one-nodejs-script-hfh

- Understanding Routing in Ryvax.js: A Comprehensive Guide
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/kvantfr/understanding-routing-in-ryvaxjs-a-comprehensive-guide-473g

- Integrating APIs with Ryvax.js: A Practical Guide
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/kvantfr/integrating-apis-with-ryvaxjs-a-practical-guide-346e

- TypeScript Features Worth Adopting First
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/stackhorizon/typescript-features-worth-adopting-first-4ojf

- RedotPay Digital Payment Account – Simple & Flexible
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/kycidea22/redotpay-digital-payment-account-simple-flexible-14dd

- Cometflow Space: One Place to Discover Useful AI Tools and Digital Resources
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/pratyush_ranjan_roul/cometflow-space-one-place-to-discover-useful-ai-tools-and-digital-resources-145

- What I learned checking 65 client domains with RDAP instead of WHOIS
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/webvogue/what-i-learned-checking-65-client-domains-with-rdap-instead-of-whois-5cd3

- Why your OpenGraph tags break on LinkedIn (and how to actually fix it)
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/julien_rousseau_29172bb6c/why-your-opengraph-tags-break-on-linkedin-and-how-to-actually-fix-it-32gf

- Quiz: Python Debugging With Pdb
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/python-debugging-pdb/

- Benchmarking in-app announcement widgets: 150KB vs 3.8KB SDK
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/pavan_s_poojary/benchmarking-in-app-announcement-widgets-150kb-vs-38kb-sdk-3ele

- addDays() Mutated a Date Three Components Away From Where I Called It
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/parsajiravand/adddays-mutated-a-date-three-components-away-from-where-i-called-it-3400

- React Form Actions: useActionState & useFormStatus Guide
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/parsajiravand/react-form-actions-useactionstate-useformstatus-guide-39jf

- Why Video Subtitle Translation Is Harder Than It Looks
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/daniel_yang_6e8bf18787a17/why-video-subtitle-translation-is-harder-than-it-looks-2cp5

- 🚀 Getting Back Into Building Mode
  Source: devto-javascript
  Topic: JavaScript (+AI, Django, Python, React)
  URL: https://dev.to/chand_chandini/getting-back-into-building-mode-4p5g

- How I Built a Fast, Clean Wiki & Database for Steal an Egg
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/jack_ford_53b5dc5cb14901f/how-i-built-a-fast-clean-wiki-database-for-steal-an-egg-m1n

- How to catch the frozen tabs and jank your monitoring misses
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/yadhubuilds/how-to-catch-the-frozen-tabs-and-jank-your-monitoring-misses-3h2a

- Turn Any Web Page into a Home-Screen App in 1 Line of Code (Just Launched!)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/ojach/turn-any-web-page-into-a-home-screen-app-in-1-line-of-code-just-launched-2282

- Web Audio API ile 0 ms Gecikmeli Radyo Çalar Mimarisi: Donmayan Mobil Akış ve Arabesk Akustik Optimizasyonu
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/yilmazbc/web-audio-api-ile-0-ms-gecikmeli-radyo-calar-mimarisi-donmayan-mobil-akis-ve-arabesk-akustik-3l6

- How to Add Offline Support to Your Web App (without hand-writing a service worker)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/iamsuudi/how-to-add-offline-support-to-your-web-app-without-hand-writing-a-service-worker-5gki

- How I Built a Fast, Offline-First Gluten Detection PWA Using Web OCR & Open Food Facts
  Source: devto-javascript
  Topic: JavaScript (+Information Retrieval)
  URL: https://dev.to/particual_fa18b6a17d860df/how-i-built-a-fast-offline-first-gluten-detection-pwa-using-web-ocr-open-food-facts-26og

- The 3 Most-Installed ESLint Plugins Went Quiet in 2025
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/ofri-peretz/the-3-most-installed-eslint-plugins-went-quiet-in-2025-23ni

- Building a Cricket Data Pipeline: Lessons from No northern Ashes Test a result of 2023 switch
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/muhammad_binnazeer_6a810/building-a-cricket-data-pipeline-lessons-from-no-northern-ashes-test-a-result-of-2023-switch-28ia

- Analyzing Formula 1 Data: Lindblad crashes as Antonelli fastest in Madrid — What the Numbers Say
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/muhammad_binnazeer_6a810/analyzing-formula-1-data-lindblad-crashes-as-antonelli-fastest-in-madrid-what-the-numbers-say-38fh

- My favorite screenshot extension vanished, so I built my own
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/enknot96/my-favorite-screenshot-extension-vanished-so-i-built-my-own-58d5

- I built a free in-browser video compressor — the file never leaves your device
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/videocompress/i-built-a-free-in-browser-video-compressor-the-file-never-leaves-your-device-52pk

- OpenAI Agents API: Build Managed Codex-Style Agents Without Your Own Harness
  Source: devto-javascript
  Topic: JavaScript (+AI)
  URL: https://dev.to/adityahalderdev/openai-agents-api-build-managed-codex-style-agents-without-your-own-harness-54p9

- Resize Images in Your Browser — No Upload, No Server, Free
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/toolzip/resize-images-in-your-browser-no-upload-no-server-free-g85

- I Built 55+ Free Browser Tools With Zero Signup and Zero Ads. Here Is What I Learned.
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/utilvance/i-built-55-free-browser-tools-with-zero-signup-and-zero-ads-here-is-what-i-learned-phl

- Building a random chat where language doesn't matter: WebRTC, relay as a condition, and live translated captions
  Source: devto-javascript
  Topic: JavaScript (+AI)
  URL: https://dev.to/vasiliy_shkitin/building-a-random-chat-where-language-doesnt-matter-webrtc-relay-as-a-condition-and-live-315g

- JDK 27 runtime notes
  Source: jvm-weekly
  Topic: Java
  URL: https://inside.java/2026/09/12/jdk-27-runtime-updates/

## Research

- One Capital Letter Was Silently Breaking My AI Support Bot, and It Wasn't in the New Model
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/one-capital-letter-was-silently-breaking-my-ai-support-bot-and-it-wasnt-in-the-new-model/

- Stop Managing Alarms: An Incident-First Blueprint for Telecom AIOps
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/stop-managing-alarms-an-incident-first-blueprint-for-telecom-aiops/

- Agentic Share-of-Search: A Multi-Agent AI System for Competitive Decision-Making in LLM-Mediated E-Commerce
  Source: arxiv-cs-ai
  Topic: AI Research (+AI, JavaScript, React)
  URL: https://arxiv.org/abs/2609.11190

## Community

- Generating running routes with GPT-6 Astra and ChatGPT Work
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Sep/12/astra-running-routes/

- Shell command does not execute and I'm losing my mind
  Source: rust-users-forum
  Topic: Rust
  URL: https://users.rust-lang.org/t/shell-command-does-not-execute-and-im-losing-my-mind/142411

- California Brown Pelican
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Sep/12/sighting-399708714/

- Safe unions and error types
  Source: rust-internals
  Topic: Rust
  URL: https://internals.rust-lang.org/t/safe-unions-and-error-types/24597

- Quoting Paul Ford
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Sep/12/paul-ford/

- Compiling V8 (d8 shell) to WASM
  Source: rust-users-forum
  Topic: Rust (+AI)
  URL: https://users.rust-lang.org/t/compiling-v8-d8-shell-to-wasm/142406

- Understanding precise capture syntax and constraints
  Source: rust-users-forum
  Topic: Rust
  URL: https://users.rust-lang.org/t/understanding-precise-capture-syntax-and-constraints/142405

- OpenAI agents attacked RubyGems back in May
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Sep/12/openai-agents-rubygems/

- Introduction to Yojson
  Source: ocaml-planet
  Topic: OCaml
  URL: https://funcp.org/intro-to-yojson

- Mike C. Fletcher: Hardware Accelerated Video Capture for PyOpenGL
  Source: planet-python
  Topic: Python
  URL: http://blog.vrplumber.com/b/2026/09/11/hardware-accelerated-video-capture-for-pyopengl/

- Graham Dumpleton: OpenTelemetry export in wrapture
  Source: planet-python
  Topic: Python
  URL: https://grahamdumpleton.me/posts/2026/09/opentelemetry-export-in-wrapture/

- Armin Ronacher: P(doom)
  Source: planet-python
  Topic: Python (+AI)
  URL: https://lucumr.pocoo.org/2026/9/12/pdoom/

- Optimizing a single Rust Clippy lint by 3133X
  Source: lobsters
  Topic: General (+Rust)
  URL: https://blog.goose.love/posts/making-a-clippy-lint-faster-by-3133x/

- Solod 0.4: Better C interop
  Source: lobsters
  Topic: General (+Go)
  URL: https://antonz.org/solod-0.4/