TILens Daily Edition
2026-09-03
Filters: topic=languages, github=hidden

Stats: 101 articles, 20 sources, 7 research papers
Top topics: JavaScript, Python, Java

## News

- I spent a week reading about the Node.js Event Loop. This is everything I found out
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/gdgcloudph/i-spent-a-week-reading-about-the-nodejs-event-loop-this-is-everything-i-found-out-4iec

- 11 Best Sites For Buying Aged Gmail Accounts Safe...
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/charlagalindoyuvi6/11-best-sites-for-buying-aged-gmail-accounts-safe-1phk

- Nigerian Fintech Payment Settlement — Webhooks, Idempotency and Reconciliation
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/zikarelhub/nigerian-fintech-payment-settlement-webhooks-idempotency-and-reconciliation-hcg

- JavaScript: From Basics to Advanced (2026-09-03 23:37)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/said_olano/javascript-from-basics-to-advanced-2026-09-03-2337-imd

- Nvidia PAIR: gộp PC và laptop trong nhà để chạy AI local
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/bean_bean/nvidia-pair-gop-pc-va-laptop-trong-nha-de-chay-ai-local-1ol6

- CVE-2026-85180: Ollama pull chọc được vào mạng nội bộ
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/bean_bean/cve-2026-85180-ollama-pull-choc-duoc-vao-mang-noi-bo-p38

- Clera: Giving the Web an Application Layer
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/eirasmx/clera-giving-the-web-an-application-layer-3l07

- A Bootiful Podcast: BellSoft's Catherine Edelveis on hardened runtime images, container security, and more
  Source: spring-blog
  Topic: Java
  URL: https://spring.io/blog/2026/09/03/a-bootiful-podcast-catherine-edelvais

- Acceleration of Curve25519 Field Operations with Java Software and Intrinsics
  Source: inside-java
  Topic: Java
  URL: https://inside.java/2026/09/03/java-acceleration-curve25519-field-operations/

- The Callback That Kept Rendering Data From Twenty Minutes Ago
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/abhishekdutta619/the-callback-that-kept-rendering-data-from-twenty-minutes-ago-4460

- I Vibe-Coded a Numerology Calculator with AI — Here's What Actually Worked
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/smith_yok_2f3b43d85b50bfa/i-vibe-coded-a-numerology-calculator-with-ai-heres-what-actually-worked-5c81

- Free Curl to Multi-Language Code Converter (No Signup)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/jack_green_7b74cb2cdf9e23/free-curl-to-multi-language-code-converter-no-signup-57ia

- Semantic Vision – interactive call graph, impact analysis, and code-to-data lineage for Python/JS/TS codebases
  Source: devto-javascript
  Topic: JavaScript (+AI, FastAPI, Python)
  URL: https://dev.to/venom21adi/semantic-vision-interactive-call-graph-impact-analysis-and-code-to-data-lineage-for-40b1

- The await That Silently Breaks navigator.clipboard.writeText()
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/parsajiravand/the-await-that-silently-breaks-navigatorclipboardwritetext-10oe

- Archiving Analytics with D1 and Workers
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/anthony_yerhot_2d8b5de407/archiving-analytics-with-d1-and-workers-4l2o

- How to Play GBA Games in Your Browser: A Complete Guide
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/rayan_b_d0119f98b0d70824f/how-to-play-gba-games-in-your-browser-a-complete-guide-2b2k

- Embed AI on Your Website: Zyctra API Guide
  Source: devto-javascript
  Topic: JavaScript (+AI)
  URL: https://dev.to/zyctraai/embed-ai-on-your-website-zyctra-api-guide-36n9

- Allowlist agent coding hổng: CVE-2026-22708 và cách chặn
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/bean_bean/allowlist-agent-coding-hong-cve-2026-22708-va-cach-chan-25h

- I tested my own Chrome extension with Playwright and found 3 bugs, including one that silently killed the entire UI.
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/wajdy_mustafa_f2d71f0be44/i-tested-my-own-chrome-extension-with-playwright-and-found-3-bugs-including-one-that-silently-55be

- Building an Agentic Warehouse Management System — Part 3: Tools, Decisions, and Actions
  Source: foojay-today
  Topic: Java
  URL: https://foojay.io/today/building-an-agentic-warehouse-management-system-part-3-tools-decisions-and-actions/

- Building an Agentic Warehouse Management System — Part 2: Java and Spring AI
  Source: foojay-today
  Topic: Java
  URL: https://foojay.io/today/building-an-agentic-warehouse-management-system-part-2-java-and-spring-ai/

- Fail the Public API First: A 90-Minute Spike on AI Refactors
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/devgo_7763/fail-the-public-api-first-a-90-minute-spike-on-ai-refactors-4876

- Building a Serverless CRUD API with AWS Lambda, API Gateway, and DynamoDB
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/usama_saleem_148/building-a-serverless-crud-api-with-aws-lambda-api-gateway-and-dynamodb-2986

- Building an Agentic Warehouse Management System — Part 1: Where AI Agents Add Value
  Source: foojay-today
  Topic: Java
  URL: https://foojay.io/today/building-an-agentic-warehouse-management-system-part-1-where-ai-agents-add-value/

- The Halting Problem’s Quiet Relevance to Static Analysis Tools
  Source: java-code-geeks
  Topic: Java
  URL: https://www.javacodegeeks.com/2026/09/the-halting-problems-quiet-relevance-to-static-analysis-tools.html

- Did Your AI Agent Run the Debugger? One JVM Bug, Two Agent Runs
  Source: foojay-today
  Topic: Java
  URL: https://foojay.io/today/did-your-ai-agent-run-the-debugger-one-jvm-bug-two-agent-runs/

- Dave Farley
  Source: jvm-weekly
  Topic: Java
  URL: https://youtu.be/v4Ijkq6Myfc

- Geertjan Wielenga
  Source: jvm-weekly
  Topic: Java
  URL: https://foojay.io/today/running-duckdbs-jdbc-driver-in-a-graalvm-native-image/

- Trunk-Based Development (TBD)
  Source: jvm-weekly
  Topic: Java
  URL: https://en.wikipedia.org/wiki/Trunk-based_development

- Frank Delporte
  Source: jvm-weekly
  Topic: Java
  URL: https://foojay.io/today/azul-august-2026-release-javas-first-monthly-cspu/

- Austin Lehman
  Source: jvm-weekly
  Topic: Java
  URL: https://foojay.io/today/scripting-in-small-apps-you-dont-need-a-container-for-a-macro/

- Martin Fowler
  Source: jvm-weekly
  Topic: Java
  URL: https://martinfowler.com/articles/continuousIntegration.html

- Continuous Delivery
  Source: jvm-weekly
  Topic: Java
  URL: https://amzn.to/43rppXn

- republished on Foojay
  Source: jvm-weekly
  Topic: Java
  URL: https://foojay.io/today/why-i-prefer-trunk-based-development/

- Continuous Integration
  Source: jvm-weekly
  Topic: Java
  URL: https://en.wikipedia.org/wiki/Continuous_integration

- Dave's article addressing barriers to trunk-based development
  Source: jvm-weekly
  Topic: Java
  URL: https://www.davefarley.net/?p=269

- "I shipped 129 tools with no backend. Here is what broke."
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/zorawar_arc/i-shipped-129-tools-with-no-backend-here-is-what-broke-1b07

- A config-driven checkpoint quiz in vanilla JS, no build step
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/navcheckniamh/a-config-driven-checkpoint-quiz-in-vanilla-js-no-build-step-2eop

- Quiz: Python AI: How to Build a Neural Network & Make Predictions
  Source: real-python
  Topic: Python (+AI)
  URL: https://realpython.com/quizzes/python-ai-neural-network/

- 10 Best Places to Buy Verified Binance Account Instantly
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/codihatleyx05gx/10-best-places-to-buy-verified-binance-account-instantly-55n3

- Verified Developer Leads Dataset - 9/3/2026
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/justice_sigauke_043c71782/verified-developer-leads-dataset-932026-5geh

- How to Build a Live Cricket Score App with a Real-Time Cricket API
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/games_tech02_a28a6158122c/how-to-build-a-live-cricket-score-app-with-a-real-time-cricket-api-4mcc

- I built an offline shell-command explainer that hands you a shareable card
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/aurelionakamura/i-built-an-offline-shell-command-explainer-that-hands-you-a-shareable-card-3jj4

- Why Your React useEffect Cleanup Function Isn't Running (The Dependency Array Gotcha)
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/lacey_glenn_e95da24922778/why-your-react-useeffect-cleanup-function-isnt-running-the-dependency-array-gotcha-56f4

- MyNotes: A Lightweight Offline-First Web App with Vanilla JavaScript
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/gurler/mynotes-a-lightweight-offline-first-web-app-with-vanilla-javascript-31af

- Legit Cryptocurrency Recovery Agency Helping Victims Retrieve Lost Digital Assets
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/john_son_d51b860efc2d2241/legit-cryptocurrency-recovery-agency-helping-victims-retrieve-lost-digital-assets-25f7

- Best Guide to Buying Verified RedotPay Accounts Safely Online
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/codihatleyx05gx/best-guide-to-buying-verified-redotpay-accounts-safely-online-4ia9

- I built a zero-config CLI that generates Conventional Commits using Edge AI
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/ikedalef/i-built-a-zero-config-cli-that-generates-conventional-commits-using-edge-ai-5co1

- DOM in Java Script
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/parthipan_m/dom-in-java-script-2eb8

- No Database Operations Found: What Writing a Spring Boot Analyzer Taught Me About Spring
  Source: foojay-today
  Topic: Java
  URL: https://foojay.io/today/no-database-operations-found-what-writing-a-spring-boot-analyzer-taught-me-about-spring/

- Where To Buy Old, Verified MoonPay Account USA/Uk?
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/moonpayaccount06/where-to-buy-old-verified-moonpay-account-usauk-b90

- The Byzantine Generals Problem and Why Most Systems Don’t Need Byzantine Fault Tolerance
  Source: java-code-geeks
  Topic: Java
  URL: https://www.javacodegeeks.com/2026/09/the-byzantine-generals-problem-and-why-most-systems-dont-need-byzantine-fault-tolerance.html

- I built 47 client-side developer & AI tools because I'm tired of bloated, ad-heavy utility sites
  Source: devto-javascript
  Topic: JavaScript (+AI)
  URL: https://dev.to/jarvissing/i-built-47-client-side-developer-ai-tools-because-im-tired-of-bloated-ad-heavy-utility-sites-3bj9

- Save scrollTop Is Exact on 600 of 600 Journeys, and 0 of 600 Once Three Items Arrive
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/dev48v/save-scrolltop-is-exact-on-600-of-600-journeys-and-0-of-600-once-three-items-arrive-cmd

- In Undercut the Optimal Strategy Never Names 1 or 2, and the Closed Form Breaks at n=7
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/dev48v/in-undercut-the-optimal-strategy-never-names-1-or-2-and-the-closed-form-breaks-at-n7-5c3f

- React Reducers for Async Signup Steps
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/ryanlee91/react-reducers-for-async-signup-steps-1863

- React JS
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/kiruthiga_05/react-js-3lkm

- Cypress 16 Removed cy.exec(): Migrate to cy.task() Safely
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/adityahalderdev/cypress-16-removed-cyexec-migrate-to-cytask-safely-4hjn

- # Functional Programming in JavaScript: Writing Code That Is Easier to Understand
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/koushikmaya/-functional-programming-in-javascript-writing-code-that-is-easier-to-understand-b5o

- The Code Is the Contract
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/augurone/the-code-is-the-contract-mk1

- 🎨 Beyond Games: 5 Surprising Ways to Use Limn Engine
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/kehinde_owolabi_e2e54567a/beyond-games-5-surprising-ways-to-use-limn-engine-55je

- Aerospace Project Management: Complete Guide to Aviation Projects
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/lara_walker_88/aerospace-project-management-complete-guide-to-aviation-projects-2id2

- Is next-intl Outdated? And How Do You Actually Optimize It?
  Source: devto-javascript
  Topic: JavaScript (+React)
  URL: https://dev.to/aypineau/is-next-intl-outdated-and-how-do-you-actually-optimize-it-4h47

- Tracing np.add, all the way down
  Source: python-weekly
  Topic: Python
  URL: https://blog.veitheller.de/numpy.html

- linecast
  Source: python-weekly
  Topic: Python
  URL: https://github.com/ashuttl/linecast

- KV, Prefix, Prompt and Semantic Caching in LLMs, clearly explained
  Source: python-weekly
  Topic: Python (+AI)
  URL: https://x.com/_avichawla/status/2093265776266637739

- Django API Overview - DRF, django-ninja, django-bolt and django-modern-rest
  Source: python-weekly
  Topic: Python (+Django)
  URL: https://www.youtube.com/watch?v=AFYNEGtsjKI

- FlightScnr_Pi
  Source: python-weekly
  Topic: Python
  URL: https://github.com/yashmulgaonkar/FlightScnr_Pi

- You Think This Is Good OOP… It’s Not
  Source: python-weekly
  Topic: Python
  URL: https://www.youtube.com/watch?v=RqcEK7sWesQ

- Tech-OA-Interview-Questions
  Source: python-weekly
  Topic: Python
  URL: https://github.com/perixtar/Tech-OA-Interview-Questions

- AutoSaddler
  Source: python-weekly
  Topic: Python
  URL: https://github.com/microsoft/AutoSaddler

- experiential
  Source: python-weekly
  Topic: Python
  URL: https://github.com/experientiallabs/experiential

- OpenExecutive
  Source: python-weekly
  Topic: Python (+FastAPI, JavaScript, React)
  URL: https://github.com/SenteLabsAI/OpenExecutive

- Unit testing with wrapture
  Source: python-weekly
  Topic: Python
  URL: https://grahamdumpleton.me/posts/2026/09/unit-testing-with-wrapture/

- Securo
  Source: python-weekly
  Topic: Python
  URL: https://github.com/securo-finance/securo

- Neocarta
  Source: python-weekly
  Topic: Python
  URL: https://github.com/neo4j-labs/neocarta

- Building AI Agents in Pure Python - Beginner Course
  Source: python-weekly
  Topic: Python
  URL: https://www.youtube.com/watch?v=c9AnqCeyxbI

- When to use NotImplemented
  Source: python-weekly
  Topic: Python
  URL: https://www.pythonmorsels.com/when-to-use-notimplemented/

- microduck_rl
  Source: python-weekly
  Topic: Python
  URL: https://github.com/pollen-robotics/microduck_rl

- Fine-Tuning SOTA Object Detection Models on Real-World Datasets
  Source: python-weekly
  Topic: Python
  URL: https://blog.jetbrains.com/pycharm/2026/08/fine-tuning-sota-object-detection-models-on-real-world-datasets/

- Bun now passes 80.5% of Node's test suite
  Source: node-weekly
  Topic: JavaScript (+PostgreSQL)
  URL: https://nodeweekly.com/issues/639

- Astro 7.3
  Source: astro-blog
  Topic: Web (+JavaScript)
  URL: https://astro.build/blog/astro-730/

## Research

- My Model Worked Perfectly. Then I Tried to Make It Useful.
  Source: towards-data-science
  Topic: AI Research (+AI, FastAPI, Python)
  URL: https://towardsdatascience.com/my-model-worked-perfectly-then-i-tried-to-make-it-useful/

- Tables in PDFs for RAG: Don’t Flatten the Grid
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/tables-in-pdfs-for-rag-dont-flatten-the-grid/

- Changing One Prompt Can Affect 50 Others — I Built a Prompt Dependency Graph to Find What Needs Retesting
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/changing-one-prompt-can-affect-50-others-i-built-a-prompt-dependency-graph-to-find-what-needs-retesting/

- How to Solve the Right Problem in the Age of Agentic AI
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/how-to-solve-the-right-problem-in-the-age-of-agentic-ai/

- Act More, Decide Less: Skill-Guided Adaptive Action Chunking for Long-Horizon LLM Agents
  Source: arxiv-cs-lg
  Topic: AI Research (+AI, JavaScript, React)
  URL: https://arxiv.org/abs/2609.02042

- C$^{3}$T: Counterfactual Causal Reasoning for Sentiment Shifts in Social-Media Conversation Trees
  Source: arxiv-cs-cl
  Topic: AI Research (+AI, JavaScript, React)
  URL: https://arxiv.org/abs/2609.02131

- Learning Query-Specific Rubrics from Human Preferences for DeepResearch Report Generation
  Source: arxiv-cs-cl
  Topic: AI Research (+AI, JavaScript, React)
  URL: https://arxiv.org/abs/2602.03619

## Community

- Generic statics within generic functions
  Source: rust-internals
  Topic: Rust
  URL: https://internals.rust-lang.org/t/generic-statics-within-generic-functions/24575

- GPT‑6 Astra
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Sep/3/gpt6-astra/

- You Should be Using Rootless Containers
  Source: miguel-grinberg
  Topic: Python (+FastAPI)
  URL: https://blog.miguelgrinberg.com/post/you-should-be-using-rootless-containers

- API design: `TracingResult`
  Source: rust-users-forum
  Topic: Rust
  URL: https://users.rust-lang.org/t/api-design-tracingresult/142213

- Graham Dumpleton: Beyond callables in wrapture
  Source: planet-python
  Topic: Python
  URL: https://grahamdumpleton.me/posts/2026/09/beyond-callables-in-wrapture/

- Graham Dumpleton: Phased behaviour in wrapture
  Source: planet-python
  Topic: Python
  URL: https://grahamdumpleton.me/posts/2026/09/phased-behaviour-in-wrapture/

- Namespace blocks
  Source: discuss-python-ideas
  Topic: Python
  URL: https://discuss.python.org/t/namespace-blocks/108875

- Jaime Buelta: The Many Challenges in Integrating Information for AI Agents
  Source: planet-python
  Topic: Python (+AI)
  URL: https://wrongsideofmemphis.com/2026/09/03/the-many-challenges-in-integrating-information-for-ai-agents/

- Python API exposure mechanisms (public/internal) - determining status quo
  Source: discuss-python-ideas
  Topic: Python
  URL: https://discuss.python.org/t/python-api-exposure-mechanisms-public-internal-determining-status-quo/108869

- Graham Dumpleton: Recording calls with wrapture
  Source: planet-python
  Topic: Python
  URL: https://grahamdumpleton.me/posts/2026/09/recording-calls-with-wrapture/

- Announcing Rust 1.98.1
  Source: lobsters
  Topic: General (+Rust)
  URL: https://blog.rust-lang.org/2026/09/03/Rust-1.98.1/

- How Swiss Tables Work in Go’s Built-in Map
  Source: lobsters
  Topic: General (+Go)
  URL: https://victoriametrics.com/blog/go-swiss-table-map/