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Products that do what Parliament Wow makes sense of UK democracy does

Over the weekend we built Parliament Wow. It's hacky, buggy and slightly broken but it does the job :) Parliament Wow makes it easy to find out what is going on in parliament and what it actually means for you and me. We know that nobody has the time to watch hours of debates, drown in legal paperwork or keep up with the implications of every vote. Not me or you and least of all your MPs. There is just too much data. So we made a solution. We paired some semantic search with every publicly accessible document, audio recording or transcript we could get our hands on + some generative models…

  1. 1

    Better decisions, together.

    2015

  2. 2WM

    Hey guys, So we made this site with the goal of funding a lobbyist to represent the 99%. The money comes from small pledges of $5 and up. So far we've raised nearly $10k in under a week. We're focusing fund raising efforts on causes. I'm the founder and lead developer, and I'd love to hear this community's thoughts on the project as well as answer any questions. Thanks guys! http://www.wethelobby.com/

    2012

  3. 3IM

    It has: War Alliances Presidents Voting for community leaders No users and much more... I made this because I'm terminally online and I'm hyper interested in online communities, how they function, how they evolve and this is basically my bet in the direction that it's all going in. That bet is that online communities will evolve to require much stronger tools to enable mass collaboration, democratically elected leaders/moderators and the war thing is just for fun.

    2022 · popresolve.com

  4. 4TV

    Votizen is working to remove the influence of money in politics by making political decision-making more peer-to-peer. We're using Twitter and our API to pull tweets from only registered voters, and showing how the discussion breaks down among the parties. This has never been done before as far as I know, not even by the major media outlets. Please check it out and let me know what you think. If people are interested, we'll work to improve it for the further debates and campaigns.

    2012 · live.votizen.com

  5. 5IB
  6. 6CA

    Hey HN I’ve been thinking a lot about barriers to civic participation. Most people don’t show up to town halls. They don’t respond to traditional surveys. And a lot of online political spaces feel loud, adversarial, or exhausting. So I started wondering what happens if you make participation radically lightweight. That’s where Civie comes in. Each day you answer one to three short civic questions. It takes under a minute. Responses are anonymous. Results are shown only in aggregate. Over time, those responses accumulate into an open dataset anyone can explore. This isn’t scientific polling,…

    Feb 2026 · civie.org

  7. 7MW

    This was more of a sandbox to play with Raphael and Flot than anything else but I think there are some interesting statistics in there. It'd be awesome to do this over time but I really don't have the spare time required.

    2011 · burntbrunch.github.com

  8. 8CA

    Hey HN! I've been wondering for a while how we might be able to make the process of evaluating the politicians we vote for more transparent. In the most recent SF election- for example- I only really had a few promotional websites and some loose policy statements to go off of. This seems quite inefficient, especially considering how much signal- social media posts, policy decisions, interviews- exists on the internet for each politician. So, I put together Candidly (https://votecandidly.com/) as an experiment (for now, it only has information on the candidates for SF's…

    2024 · github.com

  9. 9IM

    This is our entry in the "spontaneous event creation" ring. I'd love to hear what HN readers think!

    2011 · shoutfast.com

  10. 10IM

    http://codewords.io/ I've been trying to get permission to run a game of it from the publisher and designer (CGE & Vlaada Chvátil) but I haven't heard back. I've found demonstrating that there's interest in what you're doing is the best way to get ahold of people. So.. Anyone interested in trying a massive game of Codenames over Twitch? Not quite "For Science!" more "For Engineering!" Which, let's be honest here, has a much better ring to it. If you'd like to know more, I put up an FAQ up here: http://codewords.io/faq/ If you'd like to sign up to help,…

    2017

  11. 11UP

    Based on embeddings of the political parties manisfestos (gathered from ChatGPT) on different matters, we visualise how different they truly are on a PCA projection I want to extend this to US parties/candidates and make it more general

    2024 · huggingface.co

  12. 12WS

    Hi HN! I made a live presidential polling website with real-time electoral results. Votes can be changed at any time until the poll closes. Only visitors from the USA can participate. Congressional district is detected automatically. The idea is to enable a coordinated voting process, where selections are non-binding and negotiable rather than blindly cast once. Kind of like a presidential caucus, but national and over the Internet. The infra is Fastly & DigitalOcean. Backend is a Django service running on DO App Platform with Postgres. Fastly is used for edge logic, captcha, geo location,…

    2024 · ileantoward.com

  13. 13IM

    It’s written in Python and I call it GoalChain. It lets you build a conversation flow graph that the user traverses. When there’s enough input it spits out a dictionary with the defined fields. Otherwise it will jump state to state as led by the user. It was fun to write, and it’s surprisingly effective if you keep in mind you’re prompt-engineering every string and field name. README.md has a mini-tutorial. Would be cool to get some ideas for how to build it further and what improvements I could make.

    2024 · github.com

  14. 14SS

    I recently launched my first web app, polls.io. It's a super simple polling app that doesn't require sign-up. In my opinion, this is the most simple/social polling app out there. There are certainly many similar apps out there, but I think this one stands out as it straight-forward and doesn't have any unnecessary "mess" getting in the way of the actual poll. From idea to inception this took about a week. I'm pretty happy with how it turned out. We'll be listening to feedback in the coming days/weeks in order to make the proper changes. I'd love to hear your guys' thoughts and feedback!…

    2012

  15. 15LG

    Hi there, I've decided to jump on the AI train and put something together with low effort & high reward, to see if it can get any traction. What do you think? Is it a promising area? Do you guys have ideas for me? There is obviously going to be sea of LLM generated content out there and one project adding up to it might not necessarily be what world needs. In the same time there is something intriguing about the area. Well, please play with it and let me know what y'all think. Much appreciated.

    2023 · canonica.ai

  16. 16QB

    This weekend I got looped in with this team that was working on a vote swapping initiative. This is where people in swing states (where votes matter more for the electoral college) agree to vote for Kamala, in exchange for people in "safe" blue states voting for their protest vote of choice. So a Free Palestine voter in Pennsylvania, agrees to vote for Harris if, say, 2 Californians agree to vote for Jill Stein (or whatever, I hope this can be a thread about technology and the electorate, not about politics). The net result is that they can cast a vote against fascism in their home (swing)…

    2024 · swapyourvote.org

  17. 17TB

    Hello everyone, I have always loved coding and in the couple I was thinking of making an open source project and it turned out to be awesome I hope you guys like it. I present Explore Singapore which I created as an open-source intelligence engine to execute retrieval-augmented generation (RAG) on Singapore's public policy documents and legal statutes and historical archives. The objective required building a domain-specific search engine which enables LLM systems to decrease errors by using government documents as their exclusive information source. What my Project does :- basically it…

    Feb 2026 · github.com

  18. 18UC

    Hi HN, https://companies.bx.tc My colleague and I put together this tool for easily searching UK company data. We run a few server side batches daily to extract data from various government sources before linking it all together in (what is now) a fairly large database. We're also using this project as a way to test out a new JS UI library we built (similar to Vue, but a bit faster) to see how it stands up in a real project. We'd love to hear your feedback and any ideas you have for how we can improve the dashboard! Thanks :)

    2020

  19. 19IB

    I built a "Triple Failover" RAG for Singapore Laws, then rewrote the logic based on your feedback. Hi everyone! I’m a student developer. Recently, I created Explore Singapore, a RAG-based search engine that scrapes about 20,000 pages of Singaporean government acts and laws. I recently posted the MVP and received some tough but essential feedback about hallucinations and query depth. I took that feedback, focused on improvements, and just released Version 2. Here is how I upgraded the system from a basic RAG to a production-grade one. The Design & UI I aimed to avoid a dull government…

    Feb 2026 · github.com

  20. 20WT

    I've been lurking on HN for years. You know the drill: interesting headline, 200+ comments, you dive in thinking "I'll just skim for 5 minutes"... and an hour later you're 36 chambers deep in a thread about memory allocation patterns in Postgres and you've completely forgotten what the original article was about. I don't just want a "summary" (which usually just shortens the noise). I want the meta-consensus: "What is the actual trade-off being debated? Who is winning the argument? Why does this matter?" So I built HNSignals. Think of it less like a "summarizer" and more like a Chief of…

    Jan 2026 · hnsignals.com

  21. 21RA

    Hey HN, I'm a founder at Ovlo a supply chain company.I had a problem. After every batch of customer interviews/research/feedback sessions, I'd run ideas through an LLM to help me decide what we should build next. Except it was obvious to my cofounder I wasn't really validating anything. LLMs are incredibly good at agreeing with you in subtle ways, especially when you feed them context that already reflects your thoughts. I'd ask "Does this make sense?" and get a beautifully worded essay about why yes, obviously, this is the best thing ever. I was using AI as an echo chamber without…

    Dec 2025 · roundtable.ovlo.ai

  22. 22IB

    I haven't seen anything like this so I decided to build it in a weekend. How it works: You see a bunch of things pulled from Wikipedia displayed on cards. You ask yes or no questions to figure out which card is the secret article. The AI model has access to the image and wiki text and it's own knowledge to answer your question. Happy to have my credits burned for the day but I'll probably have to make this paid at some point so enjoy. I found it's not easy to get cheap+fast+good responses but the tech is getting there. Most of the prompts are running through Groq infra or hitting a cache…

    Apr 2026 · sleuththetruth.com

  23. 23MC

    Hey everyone! Many of you might have come across the Mamba paper a few days ago, which introduced an LLM based on a state space model architecture. The Mamba architecture is quite useful as its complexity scales subquadratically with input length and is therefore way more efficient than transformer models: https://github.com/state-spaces/mamba I got really excited about the paper, so I decided to fine-tune the model on a chat dataset. It turns that this actually worked quite well! The model is quite suitable for casual chatting, which honestly surprised me given that it…

    2023 · github.com

  24. 24WA

    Any initial thoughts? This framework is meant to be a tool for construction, so if you want to play around with it for creating potential specific implementations, you can drop the contents of the website, the GitHub README, and the entire overview.md into an AI chat, and that should be enough to use the framework, at least conceptually. Would y'all want me to pre-prime a chat in Google AI Studio with the full context of the plan and some basic direction for discourse? I can share a link to a ready-to-go environment. The core documentation should answer most mechanical questions. And if you…

    Oct 2025 · worldamazing.org

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