TILens Daily Edition
2026-08-28
Filters: topic=languages, github=hidden

Stats: 75 articles, 16 sources, 4 research papers
Top topics: JavaScript, Python, Rust

## News

- Project Loom in IntelliJ IDEA: Virtual Threads, Scoped Values, and Structured Concurrency
  Source: intellij-idea-blog
  Topic: Java
  URL: https://blog.jetbrains.com/idea/2026/08/project-loom-in-intellij-idea-virtual-threads-scoped-values-and-structured-concurrency/

- 5 model free 1M context trên OpenRouter cho codebase lớn
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/bean_bean/5-model-free-1m-context-tren-openrouter-cho-codebase-lon-5gga

- Thinking budget Gemini 3.7 Flash: chỉnh chi phí và độ trễ
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/bean_bean/thinking-budget-gemini-37-flash-chinh-chi-phi-va-do-tre-cce

- A Simple Step by Step Guide to Buy Old Gmail accounts in ...
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/dwellyqskf/a-simple-step-by-step-guide-to-buy-old-gmail-accounts-in--26o7

- How to Build a Chrome DevTools Extension
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/qingluan/how-to-build-a-chrome-devtools-extension-4gf

- How We Structured Peakxel Studio's Site Architecture (and Why We Added FAQs Everywhere)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/peakxel-studio/how-we-structured-peakxel-studios-site-architecture-and-why-we-added-faqs-everywhere-5a2p

- QuoteForge: Free Quote & Estimate Generator for Freelancers & Small Business
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/tooly-work/quoteforge-free-quote-estimate-generator-for-freelancers-small-business-4kfo

- Freeze First, Refactor Second: Snapshotting a Messy Order Function
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/hackrs_6393/freeze-first-refactor-second-snapshotting-a-messy-order-function-418p

- Top 5 Sites to Buy Twitter Followers In 2026 – For Creators
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/mdngm/top-5-sites-to-buy-twitter-followers-in-2026-for-creators-13l9

- How to Play Wario Land: Super Mario Land 3 Online Free — GBA/GBC/GB Emulator (No Download)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/rayan_b_d0119f98b0d70824f/how-to-play-wario-land-super-mario-land-3-online-free-gbagbcgb-emulator-no-download-3552

- 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-4kb5

- Building Bulletproof Credit & Compute Billing Systems for GPU-Heavy Workflows
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/programmingcentral/building-bulletproof-credit-compute-billing-systems-for-gpu-heavy-workflows-575d

- json-pdf-designer: an open-source PDF report designer you actually own the code of
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/williamanjo/json-pdf-designer-an-open-source-pdf-report-designer-you-actually-own-the-code-of-d8

- App Shield: Your Server Should Not Trust the App Calling It
  Source: foojay-today
  Topic: Java
  URL: https://foojay.io/today/app-shield-your-server-should-not-trust-the-app-calling-it/

- Will It Run in the Browser? Estimating WebGPU VRAM for LLMs
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/minh_phuongnguyen_b13201/will-it-run-in-the-browser-estimating-webgpu-vram-for-llms-8mn

- Install Zyctra AI on Any Device—No App Store
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/zyctraai/install-zyctra-ai-on-any-device-no-app-store-1o9o

- Khi nào bật reasoning mode đáng tiền: đọc chỉ số TES
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/bean_bean/khi-nao-bat-reasoning-mode-dang-tien-doc-chi-so-tes-3bc0

- Kalkulator Kesiapan Lantai Epoxy: Menerjemahkan ASTM F2170 Jadi Tool Web Tim Lapangan
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/mightyblue/kalkulator-kesiapan-lantai-epoxy-menerjemahkan-astm-f2170-jadi-tool-web-tim-lapangan-7ll

- JSON5 — The Relaxed JSON Format That Allows Comments and Trailing Commas
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/jsonformatterhub/json5-the-relaxed-json-format-that-allows-comments-and-trailing-commas-23c4

- Context Utilisation Separates Six Packers by 2.45%. Whether the Answer Survived Separates Them by 56.56%.
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/dev48v/context-utilisation-separates-six-packers-by-245-whether-the-answer-survived-separates-them-by-1ai2

- The tar Path Limit Is Not 255 Bytes, and the Wrong Number Scores Better Than the Right One
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/dev48v/the-tar-path-limit-is-not-255-bytes-and-the-wrong-number-scores-better-than-the-right-one-j9b

- Five of Eight Toolbar Implementations Satisfy the Only Property Anyone Tests, and Three of Those Five Are Wrong
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/dev48v/five-of-eight-toolbar-implementations-satisfy-the-only-property-anyone-tests-and-three-of-those-1bbm

- Hold at 20 Is a Theorem, and It Is Not Even a Local Maximum
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/dev48v/hold-at-20-is-a-theorem-and-it-is-not-even-a-local-maximum-185f

- I built a GitHub contribution snake that grows one segment per active day
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/johnnyc0rp/i-built-a-github-contribution-snake-that-grows-one-segment-per-active-day-151m

- Error Handling Patterns That Actually Scale
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/codeatlas/error-handling-patterns-that-actually-scale-1215

- WebSocket Engineering — Part 1: The Connection Is the Easy Part
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/surajrkhonde/websocket-engineering-part-1-the-connection-is-the-easy-part-558b

- G1’s Own Throughput Fix: JEP 522 and the Quiet Death of “G1 Trades Throughput for Latency”
  Source: java-code-geeks
  Topic: Java
  URL: https://www.javacodegeeks.com/2026/08/g1s-own-throughput-fix-jep-522-and-the-quiet-death-of-g1-trades-throughput-for-latency.html

- Quiz: Rock, Paper, Scissors With Python: A Command Line Game
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/python-rock-paper-scissors-game/

- The Real Python Podcast – Episode #309: Exploring Complex Systems & Maintainable Data Science Pipelines
  Source: real-python
  Topic: Python
  URL: https://realpython.com/podcasts/rpp/309/

- Autonomous AI Agents and the Multi-Agent Paradigm in 2026
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/jashwanth234567/autonomous-ai-agents-and-the-multi-agent-paradigm-in-2026-2n80

- Autonomous AI Agents and the Multi-Agent Paradigm in 2026
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/jashwanth234567/autonomous-ai-agents-and-the-multi-agent-paradigm-in-2026-10f

- Replacing Algolia with an In-Memory Search in Next.js 14
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/cloudapp_dev/replacing-algolia-with-an-in-memory-search-in-nextjs-14-2m1m

- Autonomous AI Agents and the Multi-Agent Paradigm in 2026
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/jashwanth234567/autonomous-ai-agents-and-the-multi-agent-paradigm-in-2026-50bl

- What it took to make an RSS reader feel like one continuous audio briefing
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/pressplayed/what-it-took-to-make-an-rss-reader-feel-like-one-continuous-audio-briefing-1nh

- Simplifying MongoDB Aggregations with Plain English
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/maskdatabases/simplifying-mongodb-aggregations-with-plain-english-3o1l

- Webpack Masterclass
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/vila_segura_34b9bdb2c9cd6/webpack-masterclass-2o0p

- Install Zyctra AI on Any Device—No App Store Required
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/zyctraai/install-zyctra-ai-on-any-device-no-app-store-required-i8g

- Five Programmatic Safety Checks for XRPL Tokens
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/nyxagi/five-programmatic-safety-checks-for-xrpl-tokens-3ib6

- Autonomous AI Agents and the Multi-Agent Paradigm in 2026
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/jashwanth234567/autonomous-ai-agents-and-the-multi-agent-paradigm-in-2026-17c7

- Building a 90MB E-Commerce Price Intelligence Tool for AI Agents using Apify MCP Server
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/harryautomazione/building-a-90mb-e-commerce-price-intelligence-tool-for-ai-agents-using-apify-mcp-server-4hmf

- How to Scrape OLX Europe: Classified Ads & Prices Across Markets (2026)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/robertokerber/how-to-scrape-olx-europe-classified-ads-prices-across-markets-2026-4g5g

- Article: Post-Quantum Cryptography in Spring Boot: Four Patterns You Can Ship This Sprint
  Source: infoq-java
  Topic: Java
  URL: https://www.infoq.com/articles/pqc-in-spring-boot/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Java

- Python’s GIL and the Concurrency Model It Encodes
  Source: java-code-geeks
  Topic: Java
  URL: https://www.javacodegeeks.com/2026/08/pythons-gil-and-the-concurrency-model-it-encodes.html

- Top 03 Sites To Buy, Old Github Accounts In This Year
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/cyndiwades1lcb/top-03-sites-to-buy-old-github-accounts-in-this-year-5cip

- Five Signal Rules for JavaScript and API Error Tracking with Trace ID Correlation
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/darkveilcorvyn26/five-signal-rules-for-javascript-and-api-error-tracking-with-trace-id-correlation-4fjk

- A Gutenberg block that uses the Interactivity API — with no render callback and no framework on the front end
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/akshat009/a-gutenberg-block-that-uses-the-interactivity-api-with-no-render-callback-and-no-framework-on-the-mhb

- Why Your React Native FlatList Lags on Pagination (And How Edge SWR Fixes It)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/alok1663/why-your-react-native-flatlist-lags-on-pagination-and-how-edge-swr-fixes-it-2clb

- Unicode's bold alphabet has holes in it, and every text generator falls in
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/support_confileo_ce7442eb/unicodes-bold-alphabet-has-holes-in-it-and-every-text-generator-falls-in-1d8j

- Building an AI Fairy Tale Generator with JavaScript, PowerShell, .NET, and Local Ollama (AdvantageBuilder Demo)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/advantage_builder/building-an-ai-fairy-tale-generator-with-javascript-powershell-net-and-local-ollama-28aa

- Your Single-Page App Serves an Empty Page to an AI Crawler
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/merlonix/your-single-page-app-serves-an-empty-page-to-an-ai-crawler-21ke

- What I learned writing 1,096 tests for algorithm animations
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/solvelogs/what-i-learned-writing-1096-tests-for-algorithm-animations-307g

- A test said the server started. I deleted the server. It still passed.
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/zkasuran/a-test-said-the-server-started-i-deleted-the-server-it-still-passed-5gch

- Why Colapinto to stay with Alpine for 2027 season Matters for Sports Data Engineers
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/muhammad_binnazeer_6a810/why-colapinto-to-stay-with-alpine-for-2027-season-matters-for-sports-data-engineers-30o

- I Scraped 100 Sports Matches — Here Is What I Found: Uefa preparing criminal legal action against Infantino
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/muhammad_binnazeer_6a810/i-scraped-100-sports-matches-here-is-what-i-found-uefa-preparing-criminal-legal-action-against-58f5

- Stop Overusing useMemo & useCallback in React (2026)
  Source: devto-javascript
  Topic: JavaScript
  URL: https://dev.to/nainikmehta/stop-overusing-usememo-usecallback-in-react-2026-3h7

- Moving a 400-route app from Next.js to TanStack Start
  Source: react-status
  Topic: React (+JavaScript, PostgreSQL)
  URL: https://react.statuscode.com/issues/488

- Electing new Project Directors 2026
  Source: this-week-in-rust
  Topic: Rust
  URL: https://blog.rust-lang.org/inside-rust/2026/08/28/electing-new-project-directors-2026/

## Research

- Human-in-the-Loop Without Killing Throughput
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/human-in-the-loop-without-killing-throughput/

- From One Agent to a Team: Understanding Codex Subagents
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/from-one-agent-to-a-team-understanding-codex-subagents/

- Connecting My LangGraph AI Agent to Postgres
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/connecting-my-langgraph-ai-agent-to-postgres/

- Why Claude Code Time Estimates Are Poor
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/why-claude-code-time-estimates-are-poor/

## Community

- Make an iterator-like pattern with overrides or reusing
  Source: rust-users-forum
  Topic: Rust
  URL: https://users.rust-lang.org/t/make-an-iterator-like-pattern-with-overrides-or-reusing/142111

- Just a rumour of a bug is enough to find a security exploit these days
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Aug/28/just-a-rumour-of-a-bug/

- How do I debug bevy's memory usage usage if it doesn't show up on heap profilers?
  Source: rust-users-forum
  Topic: Rust
  URL: https://users.rust-lang.org/t/how-do-i-debug-bevys-memory-usage-usage-if-it-doesnt-show-up-on-heap-profilers/142109

- Does rust abstract file operations incorrectly?
  Source: rust-internals
  Topic: Rust
  URL: https://internals.rust-lang.org/t/does-rust-abstract-file-operations-incorrectly/24560

- Request for feedback: how to clean up actors
  Source: rust-users-forum
  Topic: Rust
  URL: https://users.rust-lang.org/t/request-for-feedback-how-to-clean-up-actors/142097

- Debugging callback structs
  Source: rust-users-forum
  Topic: Rust
  URL: https://users.rust-lang.org/t/debugging-callback-structs/142096

- Allow function composition using an operator
  Source: discuss-python-ideas
  Topic: Python
  URL: https://discuss.python.org/t/allow-function-composition-using-an-operator/108808

- Django Weblog: Django Developers Survey 2026 results
  Source: planet-python
  Topic: Python (+Django)
  URL: https://www.djangoproject.com/weblog/2026/aug/28/django-developers-survey-2026-results/

- PyCharm: The State of Django 2026: Boring is so back
  Source: planet-python
  Topic: Python (+Django, PostgreSQL)
  URL: https://blog.jetbrains.com/pycharm/2026/08/the-state-of-django-2026-boring-is-so-back/

- Implementing SAT in OCaml Part 2
  Source: ocaml-planet
  Topic: OCaml
  URL: https://funcp.org/implementing-sat-in-ocaml-part-2

- PyCharm: Security Incident Affecting JetBrains Cadence
  Source: planet-python
  Topic: Python
  URL: https://blog.jetbrains.com/pycharm/2026/08/cadence-security-incident-august-2026/

- Python Software Foundation: Georgi Ker: 2026 PSF Board Election Candidate Interview
  Source: planet-python
  Topic: Python
  URL: https://pyfound.blogspot.com/2026/08/georgi-ker-2026-psf-board-election.html

- Expose possibility to format ints in all supported bases?
  Source: discuss-python-ideas
  Topic: Python
  URL: https://discuss.python.org/t/expose-possibility-to-format-ints-in-all-supported-bases/108783

- How I made Rustdoc 33% faster in one week
  Source: lobsters
  Topic: General (+Rust)
  URL: https://noahlev.org/blog/2026/08/27/making-rustdoc-faster/