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Show HN: AuraText – Like Grammarly for AI prompts, works in every Windows app

https://auratxt.com/
1•yashra4j•2h ago
I built AuraText – a free Windows app that sits on top of every app (Notion, VS Code, Slack, Word) and optimizes your AI prompts before they reach the model.

The problem: most people get bad AI outputs because their prompts are vague. AuraText transforms raw prompts using frameworks like RISEN, COSTAR, and RTF – same AI, better input, dramatically better output.

Key things it does: - Works as a floating overlay in any Windows app - Built-in AI router (Claude for analysis, GPT-4 for creative, Gemini for research) - Bring your own API keys – no subscription - Supports 11 providers including local Ollama - Learning Mode to actually build prompt skills over time

Built this solo in 4 months. 1,000+ downloads so far. Completely free during beta.

Would love brutal feedback from HN.

When Reasoning Becomes a Trap: Gemini 3 Flash in FoodTruck Bench

https://foodtruckbench.com/blog/gemini-flash
1•YeGoblynQueenne•47s ago•0 comments

Can an AI recruiter spot a good carer?

https://www.bbc.com/news/articles/cdxg4e1dw12o
1•tartoran•55s ago•0 comments

OathScore – Independent quality ratings for financial data APIs

https://github.com/moxiespirit/oathscore
1•laguia•1m ago•0 comments

Netbooks, the First Third Category of Device (2022)

https://hardcoresoftware.learningbyshipping.com/p/093-netbook-mania?r=3y2k4&selection=e8affad9-f0...
1•tosh•1m ago•0 comments

Humans 40k yrs ago developed a system of conventional signs

https://www.pnas.org/doi/10.1073/pnas.2520385123
1•bikenaga•2m ago•0 comments

Tell HN: Digital Ocean has run out of GPU droplets

1•nathannaveen•2m ago•0 comments

Show HN: Agenthub – Public addresses so agents can message each other

https://agenthub.to/
1•Lws803•3m ago•0 comments

Florida tests show pesticide in popular breads

https://www.thenewlede.org/2026/02/florida-tests-show-glyphosate-in-popular-breads/
1•PaulHoule•3m ago•0 comments

Tired of Gmails invasive data collection? Try these privacy-focused alternatives

https://alternativeto.net/news/2026/3/tired-of-gmail-s-invasive-data-collection-try-these-privacy...
1•elliot_a•4m ago•0 comments

Show HN: I put HN discussions next to the article where it belongs

https://cool-link-web-production.up.railway.app/l/blogabout
1•krenerd•6m ago•0 comments

20 Years of Programming

https://sidhion.com/blog/20_years/
1•surprisetalk•6m ago•0 comments

Digital Iris [video]

https://www.youtube.com/watch?v=Kg_2MAgS_pE
1•surprisetalk•6m ago•0 comments

Radish is for sale: The compound that inspired Live Near Friends

https://blog.livenearfriends.com/radish-is-for-sale-the-compound-that-inspired-live-near-friends/
1•surprisetalk•6m ago•0 comments

/Llms.txt File

https://llmstxt.org/
1•surprisetalk•6m ago•0 comments

Show HN: Gold In Egypt – Arabic-first gold price tracker, shabka calculator

https://www.goldinegypt.com
1•eibrahim•6m ago•0 comments

Show HN: Nexus – Agent economy protocol built on A2A and MCP

https://github.com/Francosimon53/nexus
1•francosimon•6m ago•1 comments

Open Source, Decentralized Memory Layer for AI Agents

https://github.com/aayoawoyemi/Ori-Mnemos
1•starro____•7m ago•0 comments

Built a small Postgres tool. Would love some honest feedback

1•hari_prasadd•7m ago•0 comments

Show HN: I built a live race between LLMs to see which generates tokens fastest

https://llm-racing.vercel.app/
1•baristaGeek•8m ago•0 comments

Convenience or liquidity valve? Buy Now, Pay Later and homeowner balance sheets

https://www.jpmorganchase.com/institute/all-topics/community-development/convenience-or-liquidity...
1•petethomas•9m ago•0 comments

Going Offline

https://goingoffline.adactio.com/
1•Tomte•9m ago•0 comments

Study finds 77% of US national parks are highly vulnerable to climate change

https://phys.org/news/2026-03-national-highly-vulnerable-climate.html
1•littlexsparkee•9m ago•0 comments

IOcomposer – Free IDE for nRF54 bare-metal dev (no Devicetree/Kconfig required)

https://iocomposer.io/
1•yokostuno•11m ago•1 comments

Solid-notion: The open-source CLI that turns Notion into a Git-like workflow

https://github.com/vincentdchan/solid-notion
1•okcdz•11m ago•1 comments

I built a coupon and deal hunter extension

1•keemyng•11m ago•1 comments

AI Hallucinations

https://gurubase.io/blog/2026/ai-hallucinations-real-risks-and-how-to-prevent-them/
1•fatihbaltaci•12m ago•0 comments

AI AI Newsletter

https://blog.miloslavhomer.cz/ai-ai-newsletter/
1•ArcHound•12m ago•0 comments

Open-source AI hardware could weaken Big Tech's grip on AI

https://restofworld.org/2026/current-ai-bhashini-open-source-handheld-device-2/
1•Brajeshwar•13m ago•0 comments

Data centres in space: less crazy than you think

https://www.economist.com/science-and-technology/2026/03/02/data-centres-in-space-less-crazy-than...
1•Brajeshwar•13m ago•0 comments

After a lawsuit, USDA agrees to share climate risk data with farmers

https://grist.org/food-and-agriculture/after-a-lawsuit-usda-agrees-to-share-climate-risk-data-wit...
1•Brajeshwar•13m ago•0 comments