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Inducing Reasoning Primitives from Agent Traces

arXiv cs.AI · 2026-06-03 Cached

Introduces Reasoning Primitive Induction, a method that mines successful ReAct traces to cluster recurrent reasoning moves into typed pseudo-tools, outperforming the original agent by tens of percentage points on benchmarks.

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#react

@freeman1266: Spec + ReAct + Ralph: These three layers are the true engineering foundation for making long-running Agent tasks work. Many people think just getting the Agent to "run" is enough. Actually, that's just the beginning. The model stopping doesn't mean the task is done. For long-running Agent tasks, you need a three-layer structure: The…

X AI KOLs Timeline · 2026-06-02 Cached

Proposes a three-layer engineering architecture for long-running Agent tasks: Spec (task definition), ReAct (execution loop), Ralph (external completion judgment), emphasizing structured reliable operation.

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#react

@gabriel1: please @nikitabier

X AI KOLs Following · 2026-06-02 Cached

X (Twitter) launches a new 'React with Video' feature that lets users record video replies with green screen or split screen options.

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#react

@micka_design: Passed a few quality of life improvements on two most-requested tweaks for the AskUserQuestions component: - Freeform “…

X AI KOLs Timeline · 2026-06-01 Cached

Quality-of-life improvements for the AskUserQuestions component: freeform 'other' textarea and left-aligned chip layout, driven by community feedback.

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#react

@snowmaker: At YC we're now running on the latest versions of rails and react for the first time since we started the codebase. Now…

X AI KOLs Timeline · 2026-05-29 Cached

YC now runs the latest Rails and React, highlighting that AI makes library upgrades easy and encourages more frequent updates.

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#react

@dongxi_nlp: I saw discussions about whether to use Python for building Agents. Go check out Shunyu Yao's ReAct source code – just a few notebooks. I remember running those simple lines of code and collapsing into my chair; it was one of the rare experiences in life. No exaggeration, these note…

X AI KOLs Timeline · 2026-05-26 Cached

A tweet discussing whether to use Python for writing AI Agents, citing Shunyu Yao's ReAct source code (just a few Jupyter notebooks), claiming these notebooks kicked off the Agent era, and criticizing the attitude of looking down on specific programming languages.

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#react

Algebraic Effects for the Rest of Us

Hacker News Top · 2026-05-26 Cached

An educational blog post explaining the concept of algebraic effects in programming, using analogies to try/catch and async/await, and discussing their potential relevance to React and future programming paradigms.

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#react

Does Anybody Actually Like React?

Hacker News Top · 2026-05-26 Cached

A compilation of critical blog posts about React, covering performance issues, a critical security vulnerability (CVE-2025-55182, CVSS 10.0), and broader ecosystem concerns.

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#react

@tom_doerr: Interactive step-by-step visualizations for 24 algorithms https://github.com/TamimEhsan/AlgorithmVisualizer…

X AI KOLs Timeline · 2026-05-25 Cached

An interactive web-based tool that visualizes 24 algorithms step-by-step, covering pathfinding, sorting, recursion, and more, built with React.

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#react

Just dropped an AI automation agent

Reddit r/AI_Agents · 2026-05-23

A developer built an end-to-end AI Customer Support Automation System using Google Gemini 2.0 Flash, FastAPI, PostgreSQL, React, and Docker, capable of classifying, generating responses, and auto-resolving repetitive support tickets with a human fallback.

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#react

Skills to have your AI agents build a React Data Grid in minutes

Reddit r/AI_Agents · 2026-05-22

LyteNyte Grid AI Skills provides reference files for AI coding agents to automate building React data grids, handling installation, styling, and accessibility, and works with various AI tools.

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#react

If you’re bleeding tokens on data grids, here is a Skill that 10x’d my dev speed and cut my token usage by 85%!

Reddit r/AI_Agents · 2026-05-14

LyteNyte Grid AI Skills is a free open-source tool that leverages a declarative, stateless architecture to help AI agents build data grids efficiently, cutting token usage by 85% and boosting developer speed.

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#react

@cnakazawa: fate 1.0: The first full Async React Metaframework New in 1.0: * Zero-Config Live Views via SSE * Drizzle Support * "Na…

X AI KOLs Following · 2026-05-14 Cached

fate 1.0 is a new full async React metaframework featuring zero-config live views via SSE, Drizzle support, native HTTP, Void Router, Vite plugin, and clientside garbage collection. It aims to simplify data fetching by normalizing caches and composing views.

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#react

@Saccc_c: Inspired by a 3D biological structure visualization that received nearly 10 million views online, I created a 3D artifact exhibition of Sanxingdui. I believe that visualization of historical artifacts has huge commercial value, because the current 3D tours produced by domestic museums are still unsatisfactory. The method is also very simple: 1. After taking a screenshot of the artifact from the Sanxingdui Museum official website, use Image 2.0 to generate a clear front view, then directly generate a 3D image in Tripo. (I bought a Tripo membership on Xianyu.) 2. Let Claude Code replicate the open-source repository of Huang Lao (@servasyy_ai), but what I need is a museum 3D browsing view. The content and style design both refer to the Sanxingdui Museum official website and the 3D images I downloaded. Huang Lao's repository: http://github.com/huangserva/3DCellForge... Now please immerse yourself in the tour:

X AI KOLs Following · 2026-05-14 Cached

The author used the Tripo image-to-3D service and an open-source React+Three.js 3D model studio (3DCellForge) to create a 3D exhibition of Sanxingdui artifacts, arguing for the commercial value of historical artifact visualization.

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#react

@tom_doerr: Generates UI with 67% fewer tokens than JSON https://github.com/thesysdev/openui…

X AI KOLs Timeline · 2026-05-12 Cached

OpenUI is an open-source framework for generative UI that uses a streaming-first language to produce UI with up to 67% fewer tokens than JSON, including a React runtime and chat interfaces.

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#react

@VincentLogic: Share a powerful tool that can 'one-click clone' any website into code! ai-website-cloner-template Simply put: give it a URL, and AI helps you reverse-engineer it, directly generating a clean Next.js codebase. What makes it powerful? Extremely high fidelity: It doesn’t just copy the surface; the AI automatically takes screenshots...

X AI KOLs Timeline · 2026-05-11

Introduces a tool named ai-website-cloner-template that uses AI to reverse-engineer any website into a high-quality Next.js codebase, supporting mainstream AI coding assistants.

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#react

ReAct or CodeAct, that is the question

Reddit r/AI_Agents · 2026-05-10

The article discusses the trade-offs between ReAct and CodeAct orchestration paradigms in AI engineering, highlighting CodeAct's efficiency for complex tasks and introducing a new open-source framework.

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#react

Zed Editor Theme-Builder

Hacker News Top · 2026-05-09 Cached

This snippet showcases code for a 'Meeting Scheduler' component, likely part of a Zed Editor theme builder or UI demonstration, featuring humorous comments about corporate meeting culture.

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#react

The React2Shell Story and What Happened Next.js

Lobsters Hottest · 2026-05-09 Cached

This article details the discovery and disclosure of CVE-2025-5518 (React2Shell), a critical remote code execution vulnerability in React Server Components, explaining how researchers bypassed Flight protocol validations to access object prototypes.

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#react

@DivyanshT91162: Your AI agent ships React code fast. But half the time it’s bloated, slow, and full of hidden mistakes. React Doctor v2…

X AI KOLs Timeline · 2026-05-08

React Doctor v2 is an open-source CLI tool that analyzes React codebases for performance issues, bad patterns, unnecessary re-renders, and broken architecture. It supports Next.js, Vite, and React Native and can be run instantly via npx.

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