Project ideas from Hacker News discussions.

NTSB Preliminary Report – UPS Boeing MD-11F Crash [pdf]

📝 Discussion Summary (Click to expand)

The discussion surrounding the aviation incident centers on three primary themes: the nature of the structural failure, the implications of the incident regarding industry history and safety standards, and skepticism/difficulty accessing the primary source material.

Top 3 Themes

  1. Debate Over Primary Failure Mechanism (Fatigue vs. Overstress): Users are intensely focused on the metallurgical findings, specifically whether the pylon lugs failed due to long-term metal fatigue or immediate overstress, and which lug (aft vs. forward) failed first.

    • Supporting Quote: "Both lugs cracked on two sides. They're saying both cracks on the aft lug as well as the inboard crack on the forward lug were observed to be fatigue cracks, but the forward lug outboard fracture was observed to be entirely a stress crack," noted toast0.
  2. Historical Parallels and Concerns about Industry Safety Culture: A major concern raised is the similarity of this event to American Airlines Flight 191 (AA 191), prompting debate over whether the industry is regressing or if the root cause is simply the age/design of the aircraft family (DC-10/MD-11).

    • Supporting Quote: "If we can get a repeat of that incident, what's preventing the industry from repeating the mistakes from all those other incidents from the past decades? Why aren't they learning from their past mistakes - often paid for in blood?" questioned crote.
  3. Accessibility and Trust in Official Reporting Sources: Several users noted that the primary source document (from AVHerald) was inaccessible due to using Cloudflare proxies, leading to a temporary blockade and expressing distrust in the site's access policies. Others noted minor issues like potential OCR errors in the preliminary report itself.

    • Supporting Quote: Regarding the site blocking Cloudflare traffic, the-grump stated: "No thank you, AV Herald."

🚀 Project Ideas

AVHerald Anti-Cloudflare Wrapper Service

Summary

  • A browser extension or small service that transparently proxies requests to known domains (like AVHerald) that block Cloudflare/VPN traffic, presenting a non-Cloudflare IP to the destination server.
  • Solves the immediate user frustration of being locked out of critical technical reports due to IP blocking policies.

Details

Key Value
Target Audience Researchers, engineers, and aviation enthusiasts who need access to specific technical reports often walled off by proxy filtering.
Core Feature Intelligent request interception and routing through a pool of dedicated, clean, residential or non-proxied IPs when accessing blacklisted domains.
Tech Stack Node.js/Express (for proxy server), Browser Extension (Chrome/Firefox - JavaScript/WebExtension APIs).
Difficulty Medium
Monetization Hobby

Notes

  • Why HN commenters would love it: Addresses the direct complaint about access denial: "No thank you, AV Herald." and "I block all traffic from Cloudflare outright on my servers."
  • Potential for discussion or practical utility: High utility for accessing hard-to-reach primary sources. Could spark debate on censorship vs. security by specific CDNs.

Fatigue Life Monitoring & Predictive Maintenance Dashboard

Summary

  • A service that aggregates publicly available airframe data (Cycles, Hours, Maintenance Schedules, Component Lifespan data) and visualizes the current state relative to known critical inspection thresholds for specific high-stress components (like pylon lugs).
  • Moves beyond scheduled inspection dates to provide a dynamic risk scoring based on cycles/stress, addressing concerns over components failing far ahead of schedule (e.g., 21k cycles vs. 29.2k inspection due).

Details

Key Value
Target Audience Aircraft owners, fleet managers, maintenance planners, and safety regulators who want to proactively identify potential design/service life discrepancies.
Core Feature Visualization of component life (like "Pylon Lug L/H Aft") against known failure data points and inspection due dates, flagging items where fatigue might manifest prematurely due to real-world usage patterns.
Tech Stack Python/Pandas (for data processing), PostgreSQL (for structured component data), React/D3.js (for visualization).
Difficulty High
Monetization Hobby

Notes

  • Why HN commenters would love it: Directly addresses the confusion about inspection timing vs. failure time: "If the (FAA-approved) maintenance schedule says 'the next check should occur at X miles' and X miles hasn't happened yet, then it's not going to be classified as improper maintenance -- it's going to be classified as an incomplete/faulty manual."
  • Potential for discussion or practical utility: High practical utility for safety advocacy; drives discussion on whether inspection schedules accurately reflect material reality ("age related fatigue" vs. maintenance).

Turbofan Engine Directionality Configuration Explorer

Summary

  • An interactive simulation tool allowing users to model the physical forces exerted during catastrophic engine failure (like pylon separation) based on engine placement, rotational direction (CW/CCW), and flight phase (e.g., rotation/takeoff thrust).
  • Allows easy comparison of failure modes between different aircraft configurations (trijets vs. twinjets, left vs. right engine positioning).

Details

Key Value
Target Audience Aviation enthusiasts, flight simulation developers, and engineering students interested in gyroscopic forces and accident reconstruction.
Core Feature Physics-based simulation where users can flip engine rotation and observe the resulting calculated yaw, pitch, and roll moments immediately following a simulated mounting failure.
Tech Stack JavaScript/Three.js or Unity (for 3D visualization), customized physics model based on conservation of angular momentum and precessional forces.
Difficulty High
Monetization Hobby

Notes

  • Why HN commenters would love it: Directly engages with the complex debate regarding gyroscopic effects: "As a long-distance cargo aircraft it was doing two flights per day, and I doubt it was flying every single day of the week." vs. "I think each of those is more likely than gyroscopics since the engine went to the left."
  • Potential for discussion or practical utility: Provides a concrete, educational tool to visualize complex inertia/momentum concepts that drive accident trajectory speculation.