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Show HN: Autopilot for Cursor IDE

https://github.com/hmldns/nautex
5•Homo__Ludens•10h ago
I’ve always been looking for a solution to communicate larger technical systems faster. This includes a lot of known details and a technical de-risking plan. It is clear that LLMs need that structure and are capable of digesting it well.

I’ve built MCP server for guiding the Cursor IDE through the plan that comes from the LLM assisted pipeline: PRD → TRD → Project files tree → Implementation Plan

1. The whole chain comes from one end-to-end solution 2. Codebase produced is easy to navigate by the automatically managed tracebility 3. Specification updates get reflected in tasks, so the flow is designed to support evolution

I use gemini-2.5-pro for requirements capturing and tasks management.

Cloud Code and Gemini CLI support is coming soon.

Comments

isemenov•5h ago
Interesting idea! Looks like something in the field of Kiro - new specification-driven IDE from AWS. Great that your thing is part of Cursor tho - I can see how it can be really useful.

The Six C Model

https://www.kommunikationsliebe.org/en/post/the-six-c-model/
1•rendx•1m ago•0 comments

The Velvet Sundown and how AI audio anarchy created a planet of the punks

https://georgehopkin.com/2025/07/16/audio-anarchy-invades-planet-of-the-punks/
1•georgehopkin•4m ago•1 comments

What Jane Street did was plain old-fashioned manipulation

https://thefederal.com/category/business/jane-street-fo-markets-whistleblower-mayank-bansal-197061
2•polishporridge•4m ago•0 comments

Colombia Seizes First Unmanned Narco-Sub Equipped with Starlink Connection

https://www.marineinsight.com/shipping-news/colombia-seizes-first-unmanned-narco-sub-equipped-with-starlink-connection/
2•bookofjoe•4m ago•0 comments

Breakthrough proof bringing mathematics closer to a grand unified theory

https://www.nature.com/articles/d41586-025-02197-3
1•Bluestein•6m ago•0 comments

Amazon EKS with 100k Nodes

https://aws.amazon.com/blogs/containers/under-the-hood-amazon-eks-ultra-scale-clusters/
1•suryao•11m ago•0 comments

Woke Nature of Svelte

2•SandraBucky•11m ago•1 comments

Amazon S3 Vectors

https://aws.amazon.com/s3/features/vectors/
1•cebert•16m ago•0 comments

Thankyou for Loving Firefox (2022)

https://connect.mozilla.org/t5/discussions/mozilla-now-only-seems-to-speak-using-creepy-gibberish-lunatic/m-p/16863#M7430
2•vintagedave•17m ago•0 comments

Linux Reaches 5% Desktop Market Share in USA

https://ostechnix.com/linux-reaches-5-desktop-market-share-in-usa/
6•marcodiego•19m ago•1 comments

Cheeky Python Shell Script

https://leontrolski.github.io/python-script.html
2•leontrolski•21m ago•0 comments

Show HN: KisanAI – WhatsApp Agricultural Assistant

https://github.com/mandarwagh9/KisanAI
2•mandarwagh•24m ago•1 comments

PyBench – Benchmark tool written in Python with help of AI

https://github.com/lucianmarin/pybench
1•lcnmrn•38m ago•1 comments

Turbulence at Air Serbia, the latest airline under cyber siege

https://www.theregister.com/2025/07/16/air_serbia_cyberattack/
3•rntn•39m ago•0 comments

Paula Kerger is used to fighting for PBS. Now the stakes are higher

https://www.washingtonpost.com/technology/2025/07/15/pbs-npr-funding-rescission-bill/
1•rbanffy•39m ago•0 comments

IBM Profs: The Networked Office

https://www.ibm.com/history/profs-networked-business
2•rbanffy•40m ago•0 comments

I tried Vibe coding in BASIC and it didn't go well

https://www.goto10retro.com/p/vibe-coding-in-basic
4•ibobev•42m ago•0 comments

Hitachi Develops "Metaverse Platform for Nuclear Power Plants"

https://www.hitachi.com/New/cnews/month/2025/07/250709.html
1•taubek•54m ago•0 comments

Rage against the machines: ignore the fury at Wimbledon, AI in sport works

https://www.theguardian.com/sport/2025/jul/15/rise-of-the-machines-ai-outrage-technology-tennis-sport
2•merlioncity•56m ago•0 comments

Moths Incorporate Plant Acoustic Emissions into Their Decision-Making Process

https://elifesciences.org/reviewed-preprints/104700
2•FergusArgyll•58m ago•0 comments

When Your Team Gets Bigger – How Teams Grow

https://codecube.net/2025/7/team-series-size/
1•gpi•1h ago•0 comments

Another casualty of the trade wars: now we don't have transformers [video]

https://www.youtube.com/watch?v=Xj2VjEJh62g
3•xbmcuser•1h ago•1 comments

Overappreciated

https://seths.blog/2025/07/overappreciated/
1•tosh•1h ago•0 comments

Show HN: Best AI Tool Finder

https://bestaitoolfinder.com/
1•ShinMatsura•1h ago•1 comments

Bloom Filter Calculator

https://hur.st/bloomfilter/
2•smartmic•1h ago•0 comments

'Algospeak' says we're living through a linguistic revolution

https://www.washingtonpost.com/books/2025/07/07/algospeak-social-media-language-adam-aleksic-review/
1•Bluestein•1h ago•0 comments

Handshake in orbit that made the International Space Station possible

https://www.bbc.com/future/article/20250715-the-handshake-in-orbit-that-made-the-international-space-station-possible
2•Bluestein•1h ago•0 comments

Microsoft Windows 95 Video Guide with Jennifer Aniston and Matthew Perry

https://www.youtube.com/watch?v=vLlWrt-zmTo
2•saberhagen•1h ago•0 comments

When Google's slop meets webslop, search stops

https://pluralistic.net/2025/07/15/inhuman-gigapede/
4•Semaphor•1h ago•0 comments

Thoughts on Motivation and My 40-Year Career

https://charity.wtf/2025/07/09/thoughts-on-motivation-and-my-40-year-career/
4•gpi•1h ago•1 comments