Project ideas from Hacker News discussions.

Resistance training load does not determine hypertrophy

๐Ÿ“ Discussion Summary (Click to expand)

1. Hypertrophy equivalence: High/low loads work similarly if training to near failure

Many agree muscle growth occurs regardless of load, as long as sets reach volitional fatigue, though strength differs.
"tldr appears to be that if you work to fatigue it doesn't matter if you fatigue out with high weights vs low weights" - hazard
"bodybuilders can build muscle size with high reps and lower weight or lower reps and high weight as long as they do it close to failure" - teecha
"it's not the weights that matter, but effectively taking your sets to muscular failure" - armcat

2. Injury risks of training to failure, especially heavy compounds

Consensus on higher injury risk near failure with heavy weights or compounds; prefer reps in reserve (RIR).
"I've f.up my MCL by not listening to my body... stupid stuff can really take you out" - vlod
"training to failure on compound lifts like a deadlift or benchpress... isn't. Technique generally suffers" - NoLinkToMe
"Failed reps get much more risky... as the weight youโ€™re lifting approaches your 1RM" - wswope

3. Study limitations: Short-term, untrained subjects limit generalizability

Critics note newbie gains mask differences; need longer trials on trained lifters.
"I would like to see an equivalent study go out longer than 10 weeks... 6 months is the actual period" - Analemma_
"when you're new, virtually any type of lifting... is going to create sufficient stimulus... from 0 to 1" - foldingmoney
"10 week study with untrained college students tells you very little about... a lifetime of lifting" - padjo


๐Ÿš€ Project Ideas

Persistence Hunter

Summary

  • A mobile fitness game and community platform that gamifies "Persistence Hunting" (running animals down via heat/fatigue).
  • Solves the "gym boredom" and lack of motivation expressed by users who find traditional lifting repetitive.
  • Provides a structured framework for "hunting-style" cardio: long-duration, variable-intensity tracking and intervals.

Details

Key Value
Target Audience Outdoor enthusiasts, rucking fans, and bored cardio trainees.
Core Feature GPS-led "Virtual Tracks" where users must maintain pace to "catch" a digital target.
Tech Stack React Native, Google Maps SDK, HealthKit/Google Fit.
Difficulty Medium
Monetization Revenue-ready: Monthly subscription for premium "hunts" and social leaderboards.

Notes

  • HN users were captivated by the "persistence hunting" story: "Tell the story!!... Whereโ€™s the well written blog post on this I want?"
  • It targets the "practical utility" mindsetโ€”users interested in functional, real-world physical capabilities rather than just "vanity" metrics.

RPE Master (Reps In Reserve Tracker)

Summary

  • A specialized workout logger focused exclusively on RPE (Rate of Perceived Exertion) and RIR (Reps In Reserve).
  • Solves the problem of "not knowing what failure feels like," which causes beginners to leave gains on the table and veterans to overtrain.
  • Uses historical data to tell a user exactly when they are "sandbagging" or risking injury.

Details

Key Value
Target Audience Scientific-minded lifters, "Intermediate" trainees, and data nerds.
Core Feature Velocity tracking (via camera) or manual input to calculate proximity to true failure.
Tech Stack Python (OpenCV for velocity), Flutter, SQLite.
Difficulty High
Monetization Revenue-ready: Freemium Model ($5/mo for advanced fatigue analytics).

Notes

  • Addresses the common HN debate on intensity: "people stop too early... you need to go to actual failure often enough to know where failure is."
  • One user suggested: "rolling a 20-sided die... on a 1 take it to failure... keeps your predictions honest." This app digitizes that logic into a systematic training philosophy.

Spotter-Connect

Summary

  • A marketplace/platform connecting lifters with "Virtual Coaches" for 30-minute technique and program-auditing sessions.
  • Solves the isolation and injury fear associated with heavy compound lifts like deadlifts and squats for older or solo lifters.
  • Bridges the gap between "YouTube videos" and expensive long-term personal trainers.

Details

Key Value
Target Audience Lifters over 35, home-gym owners, and those recovering from "ego injuries."
Core Feature Synchronous video form-checks and "micro-coaching" sessions.
Tech Stack WebRTC (Twilio/Agora), Stripe for payments, Next.js.
Difficulty Medium
Monetization Revenue-ready: Marketplace commission fee (15-20%) per session.

Notes

  • Commenters repeatedly cited injury fears ("I've f.up my MCL," "ruined spines") and suggested "honestly [get info] from a personal training/lifting coach... over video today."
  • Solves the user request: "First guy to automate spotting [or expert feedback] is an instant billionaire."

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