GPT‑6 Astra
GPT‑6 Astra GPT-6 Astra is "rolling out today to a limited set of organizations and over the coming days will become available to all ChatGPT Plus, Pro, Business, and Enterprise users, as well as through the OpenAI API…
Daily edition · Frameworks
The daily ledger
TILens turns technical updates into a focused daily brief: official releases, trusted reporting, and practitioner analysis, deduplicated and organized by topic.
15 articles · 7 sources · 4 papers ·
Top topics: JavaScript · React · Python
You Should be Using Rootless Containers
The other day a serious vulnerability was disclosed in one of the newer Linux distributions (the one led by the racist, so it isn't getting a mention here). The issue was interesting because it was caused by a…
Clera: Giving the Web an Application Layer
The Web Platform Can Do More I have looked at the web platform over the years, the amazing things people have built with it and can build with it. I saw the capability where the web can do a lot but i kept asking…
Semantic Vision – interactive call graph, impact analysis, and code-to-data lineage for Python/JS/TS codebases
I built this after spending hours manually tracing a codebase I didn't write — following imports by hand, guessing at blast radius before touching anything, finding a database table involved three levels deep. The tool…
My Model Worked Perfectly. Then I Tried to Make It Useful.
Turning a trained churn classifier into a FastAPI service that other software can actually call. The post My Model Worked Perfectly. Then I Tried to Make It Useful. appeared first on Towards Data Science.
A config-driven checkpoint quiz in vanilla JS, no build step
Most product-training pages are either a CMS quiz plugin or a React app that needs a bundler. I wanted neither. The constraint was: drop two files on a static host, pass a config object, get a playable road-trip quiz.…
Why Your React useEffect Cleanup Function Isn't Running (The Dependency Array Gotcha)
Why Your React useEffect Cleanup Function Isn't Running (The Dependency Array Gotcha) You add a cleanup function to your useEffect. You expect it to run when the component unmounts, or when a dependency changes before…
React Reducers for Async Signup Steps
Async signup flows rarely fail because one check is hard. They fail because five small checks start stepping on each other. The email validator is still running, the password score updates late, the submit button…
React JS
Props Props are used to pass data from a parent component to a child component function Parent(props) { return <h1>Hello, {props.name}!</h1>; } function Child() { return <Parent name="John" />; } Destructuring props…
Act More, Decide Less: Skill-Guided Adaptive Action Chunking for Long-Horizon LLM Agents
arXiv:2609.02042v1 Announce Type: new Abstract: Large language model (LLM) agents for long-horizon interactive tasks typically follow a ReAct-style protocol, issuing one primitive action per LLM round. While this…
C$^{3}$T: Counterfactual Causal Reasoning for Sentiment Shifts in Social-Media Conversation Trees
arXiv:2609.02131v1 Announce Type: new Abstract: Sentiment in social-media threads does not only vary across posts; it shifts as users react to claims, corrections, evidence, and hostility within a branching reply tree.…
Learning Query-Specific Rubrics from Human Preferences for DeepResearch Report Generation
arXiv:2602.03619v3 Announce Type: replace Abstract: Nowadays, developing reliable DeepResearch-style long-form report generation remains challenging, as training and evaluation lack verifiable reward signals.…
Is next-intl Outdated? And How Do You Actually Optimize It?
When Next.js moved from Pages Router to App Router, next-intl quickly became the community default. Jan Amann did solid work maintaining it, and for most teams building multilingual sites, it was the obvious choice.…
Django API Overview - DRF, django-ninja, django-bolt and django-modern-rest
In this video, we'll look at Django API options, exploring the best modern packages for API-driven development in Django. We will take a look at Django REST Framework, django-ninja, django-bolt, and django-modern-rest -…
OpenExecutive
AI-powered virtual executive team, a single coherent executive persona backed by 8 specialist Claude agents (FastAPI + Next.js).