Project ideas from Hacker News discussions.

Aaron Swartz was prosecuted for scraping, while Meta does it without consequence

📝 Discussion Summary (Click to expand)

Theme 1 – Private prosecutions exist but are rarely used

“In Commonwealth countries, it’s possible to initiate a private prosecution (by a person who hasn’t received criminal justice).” – spelk

Theme 2 – Prosecutorial overreach & disproportionate sentencing

“Imagine if the US had a maximum sentence of 35 years for mere possession of a firearm but in practice, it would only be used in very unlikely conditions.” – Quarrelsome

Theme 3 – Unequal treatment of corporations vs. individuals

“It was the Post Office itself that prosecuted its own subpostmasters.” – amiga386

Theme 4 – Calls for legal reform & accountability

“If you can show that someone else was doing the same thing without being charged then the prosecution either has to charge them too or that law is struck down and no one can be charged with it anymore.” – giantg2


🚀 Project Ideas

Generating project ideas…

Private Prosecution Platform

Summary

  • Enables individuals in Commonwealth jurisdictions to file private prosecutions with guided templates and AI‑assisted case strength analysis.
  • Core value: lowers the barrier to challenge inequitable treatment and creates a data trail for systemic reform.

Details

Key Value
Target Audience Activists, affected employees, and concerned citizens in Commonwealth countries
Core Feature End‑to‑end private prosecution workflow with risk scoring and automated filing to courts
Tech Stack Node.js backend, React frontend, Python AI model, PostgreSQL, REST API
Difficulty Medium
Monetization Revenue-ready: SaaS subscription for premium analytics

Notes

  • HN users repeatedly cite private prosecution as a tool to expose unequal enforcement; this would make it practical.
  • Could generate public dashboards of private case outcomes to pressure prosecutors.

Prosecutorial Misconduct Tracker

Summary

  • Crowdsourced repository that logs and visualizes prosecutorial overreach, linking cases to outcomes and resources for appeals.
  • Core value: empowers citizens to hold prosecutors accountable through transparent data.

Details

Key Value
Target Audience NGOs, journalists, defense attorneys, and public interest researchers
Core Feature Searchable database with AI‑tagged misconduct incidents and impact scores
Tech Stack Django, Elasticsearch, Vue.js, Docker, AWS S3
Difficulty High
Monetization Revenue-ready: Freemium API for integration into legal research tools

Notes

  • Discussions about selective prosecution and “carrot vs stick” highlight demand for oversight; this tool makes patterns visible.
  • Potential for partnership with watchdog groups to amplify impact.

Sentencing Disparity Analyzer

Summary

  • SaaS that compares statutory maximums, plea offers, and actual sentences across similar offenses to flag disproportionate punishments.
  • Core value: gives advocates evidence to argue for sentencing reform.

Details

Key Value
Target Audience Public defenders, policy NGOs, journalists
Core Feature Automated comparison engine with visual heat maps of sentencing outliers
Tech Stack Python/Flask, Pandas, Tableau‑like frontend, AWS Lambda, PostgreSQL
Difficulty Medium
Monetization Revenue-ready: Subscription per law firm / public office

Notes

  • Frequent HN debates over “35‑year” rhetoric vs reality show appetite for quantitative critique.
  • Data could be used to lobby for guideline changes and increased transparency.

Collective Legal Defense Fund Marketplace

Summary

  • Marketplace where donors, NGOs, and individuals pool resources to finance defense teams for high‑impact cases of prosecutorial abuse.
  • Core value: democratizes funding for legal battles that would otherwise be unaffordable.

Details

Key Value
Target Audience Civil‑rights groups, activist networks, private donors
Core Feature Smart contracts to allocate funds only when milestones (e.g., filing of motion) are met
Tech Stack Solidity smart contracts, Ethereum, React, The Graph indexing
Difficulty High
Monetization Revenue-ready: Transaction fee (2 % of funds raised)

Notes

  • HN community repeatedly calls for holding powerful entities accountable; this provides a concrete funding path.
  • Could integrate with case‑tracking tools from earlier projects for end‑to‑end support.

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