惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
爱范儿
爱范儿
H
Help Net Security
V
Visual Studio Blog
J
Java Code Geeks
Stack Overflow Blog
Stack Overflow Blog
Microsoft Security Blog
Microsoft Security Blog
Apple Machine Learning Research
Apple Machine Learning Research
MyScale Blog
MyScale Blog
The Cloudflare Blog
Martin Fowler
Martin Fowler
D
Docker
腾讯CDC
F
Fortinet All Blogs
雷峰网
雷峰网
GbyAI
GbyAI
G
Google Developers Blog
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
Recent Announcements
Recent Announcements
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
Blog — PlanetScale
Blog — PlanetScale
Engineering at Meta
Engineering at Meta
博客园 - 聂微东
博客园 - 叶小钗

Hacker News - Newest: "AI"

AI can't read an investor deck AI as an attorney? Student uses ChatGPT, Gemini to sue UW over alleged racial discrimination Hacking MCP Servers in AI Systems – The Rug Pull: Tool Changes After Approval GitHub - MeepCastana/KubeezCut: Free Web based video editor Can AI judge journalism? A Thiel-backed startup says yes, even if it risks chilling whistleblowers Coming soon: 10 Things That Matter in AI Right Now DARPA built an AI to fact-check enemy weapons claims What explains heterogeneity in AI adoption? When AI Meets Muscle: Context-Aware Electrical Stimulation Promises a New Way to Guide Human Movements - Department of Computer Science AI Changed How We Build. It Did Not Change What Matters. Linux rules on using AI-generated code - Copilot is OK, but humans must take 'full responsibility for the… Meta spins up AI version of Mark Zuckerberg to engage with employees Code Mode: Let Your AI Write Programs, Not Just Call Tools | TanStack Blog GitHub - Delavalom/graft: Go framework for building AI agents. Type-safe tools, multi-provider (OpenAI, Anthropic, Gemini, Bedrock), zero vendor SDKs. India's TCS tops estimates, says new AI models did not dent services demand Gen Z's fading AI hype Strong feeling: we are in a folded AI reality GitHub - machinarii/total-recall-catalog: A reference catalog of latest knowledge retrieval, memory & RAG systems GitHub - mensfeld/code-on-incus: Give each AI agent its own isolated machine with root, Docker, and systemd. Active defense detects and stops threats automatically.. Quantization, LoRA, and the 8% Problem: Benchmarking Local LLMs for Production AI Iran war: We spoke to the man making Lego-style AI videos that experts say are powerful propaganda Powell, Bessent discussed Anthropic's Mythos AI cyber threat with major U.S. banks GitHub - immartian/bellamem: Persistent belief-graph memory for AI agents. Retrieves decisive context by importance — not recency, not RAG, not /compact. recursive-mode: The Repo-Native Operating System for AI Engineering After the attack on Sam Altman's home, will AI CEO's go on the offensive? The biggest advance in AI since the LLM Opus 4.6 vs GPT 5.4 One Prompt Unity World Generation Test “AI polls” are fake polls Client Challenge Can AI be a 'child of God'? Inside Anthropic's meeting with Christian leaders
AuraText — The Prompt-less Engine for AI
Yash Raj · 2026-06-22 · via Hacker News - Newest: "AI"

Prompt-less Engine for AI

Stop Writing Prompts.
Start Getting Results.

You know what you want. You just don't know what AI needs to get there. AuraText figures that out for you.

Tell AuraText what you want.
AuraText figures out everything AI needs.

Everyone knows what they want.
Nobody knows what to tell AI.

A developer knows they need a dashboard — but types "build me a dashboard" and gets something generic

A writer knows the article they want — but the AI doesn't know the audience, tone, or goal

A founder knows the problem they're solving — but gets generic advice because AI got a generic request

The gap isn't intelligence. It's translation.

Between what you want and what AI produces
is a gap most people never close.

AuraText closes it. Automatically.

Tell AuraText what you want. AuraText figures out what AI needs.

The outcome isn't better prompts.
You bring the goal. AuraText handles everything else.

No frameworks to learn. No trial and error. Just results.

From Goal to AI-Ready Request

Tell AuraText what you're trying to build. It asks the right questions, applies proven decision frameworks, and turns your goal into a complete request — automatically.

The Same Thinking Experts Use

Before a senior developer, writer, or strategist talks to AI, they think through goals, constraints, and edge cases. AuraText applies that same thinking process for you, every single time.

Works Across Every AI Tool

ChatGPT, Claude, Gemini, Cursor, Perplexity — AuraText sits above all of them as a Windows overlay. One consistent layer, no matter which AI you open.

From Goal to Result in 3 Steps

No frameworks. No switching tabs. Just tell AuraText what you want.

Tell AuraText What You Want

Say what you're trying to build, write, fix, or figure out — in plain language. No prompt syntax. No structure. Just the result you want.

AuraText Discovers What's Missing

AuraText asks targeted questions to understand your goals, constraints, context, and edge cases. Fast. Focused. No long forms.

AI Gets What It Needs. You Get Results.

AuraText sends a complete, structured request to ChatGPT, Claude, Cursor, or Gemini. Better input, better output — every time.

See What AuraText Asks
Before AI Generates Anything

Not a rewriter. Not a template. A requirement discovery layer.

App Development / Coding

Who are the users? Real money or virtual chips? Single player or multiplayer? Which countries will this operate in? What regulations apply? What scale do you expect? → Complete specification ready for Cursor.

Content / Marketing

Before

Write a marketing email

Who is the audience? What product or offer are you promoting? Goal: signups, purchases, or clicks? Tone: formal, conversational, or urgent? Is there a deadline or limited-time offer? → Targeted email brief ready for Claude.

Download AuraText

Start thinking better with AI — in under 60 seconds.

Main Application

Windows 10/11

Full-featured desktop app. Works inside every application on Windows.

Think clearly before every prompt

Get better results instantly

Works wherever you use AI on Windows

Start in under 60 seconds

Browser Extension

Chrome, Edge, Firefox

Lightweight extension for Chrome, Edge, & Firefox. Perfect for quick tasks.

Main Application

Windows 10/11

Full-featured desktop app. Works inside every application on Windows.

Think clearly before every prompt

Get better results instantly

Works wherever you use AI on Windows

Start in under 60 seconds

Browser Extension

Chrome, Edge, Firefox

Lightweight extension for Chrome, Edge, & Firefox. Perfect for quick tasks.


System Requirements: Windows 10 (version 1903+) or Windows 11, 4GB RAM minimum, 100MB free space

Internet connection required for AI providers. All files are digitally signed and Windows SmartScreen compatible.

Start Free. Support If It Helps.

AuraText is completely free to download. Pay only if AuraText genuinely helps you think better.

Free

Full guided prompt builder

Works with ChatGPT, Claude, Gemini & Perplexity

Works in any Windows app — no Alt-Tab

Early access to all new features

One-Time Support

Everything in Free, forever

Support indie development

Early access to new features

Common Questions

Built by One Person.

Every week, people spend more time fixing AI outputs than they saved using AI. The problem isn't the AI. It's the gap between what people want and what they tell AI. AuraText exists to close that gap.

Yash Raj

YASH RAJ

Founder & CEO

Every week, users spend more time fixing AI outputs than they saved using AI. The problem isn't the AI. The problem is incomplete requests. I built AuraText to fix that.

THE STORY

AuraText started from a simple observation: people who get great AI results aren't smarter. They just know how to translate what they want into what AI needs. Most people never learn that translation. AuraText makes it automatic.

THE PRODUCT

AuraText is a Windows overlay that sits above every AI tool you use. You tell it what you want. AuraText asks the right questions, applies decision frameworks, and sends a complete request to the AI. You see the result — not the work behind it.

COUNTRIES REACHED

13+ Countries

PLATFORM SUPPORT

Windows 10/11

Loading releases...