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Are you drowning in AI code review noise? 70% of AI PR comments are useless

2•Jet_Xu•7h ago
Most AI code review tools generate 10-20 comments per PR. The problem? 80% are noise. Here's a framework for measuring signal-to-noise ratio in code reviews - and why it matters more than you think.

https://jetxu-llm.github.io/posts/low-noise-code-review/

BMW, Samsung SDI, and Solid Power join forces for all-solid-state EV batteries

https://electrek.co/2025/10/31/bmw-samsung-sdi-join-forces-all-solid-state-ev-batteries/
1•breve•32s ago•0 comments

601: Game Theory

https://www.explainxkcd.com/wiki/index.php/601:_Game_Theory
1•jonbaer•2m ago•0 comments

Forging Our Future: OSL's Path to Sustainability

https://osuosl.org/blog/osl-future-update/
1•mulderc•3m ago•0 comments

The only people who feel good are making over $200k and have large portfolios

https://fortune.com/2025/10/24/why-is-economy-so-bad-recession-not-inflation-fed-rate-cuts-2025/
1•dataflow•5m ago•0 comments

Rigol Digital Oscilloscope MHO98

https://rigolshop.eu/mho98.html
1•walterbell•12m ago•0 comments

Show HN: AI that builds travel itineraries from booking confirmations

https://www.mtrip.com/
1•mtrip-guide•13m ago•0 comments

Portfolio Size Affects Early-Stage Venture Returns

https://www.angellist.com/blog/how-portfolio-size-affects-early-stage-venture-returns
1•simonebrunozzi•13m ago•0 comments

3D print Death Run 3D

https://slopeonline.online/death-run-3d
1•davidcolston•13m ago•0 comments

The Marketplace for Vaccine Medical Exemptions

https://undark.org/2025/10/31/frontline-vaccine-exemptions/
2•EA-3167•16m ago•0 comments

1K Users – Let Community Vote on Next App

3•NAKSTStudio•17m ago•0 comments

French lawmakers vote against wealth tax on super-rich

https://www.lemonde.fr/en/france/article/2025/10/31/french-lawmakers-vote-against-wealth-tax-on-s...
1•geox•17m ago•0 comments

Judge orders administration to distribute SNAP contingency money amid shutdown

https://abcnews.go.com/US/judge-rules-trumps-attempt-suspend-snap-funding-unlawful/story?id=12706...
2•jrflowers•18m ago•0 comments

Bluesky reaches 40M users milestone

https://bsky.app/profile/bsky.app/post/3m4j4iy4oek2d
3•vital•19m ago•1 comments

Making Every 5x5 Nonogram: Part 1

https://www.patreon.com/posts/making-every-5x5-142537007
2•okayestjoel•21m ago•1 comments

Show HN: RepoPulse – AI-powered GitHub analytics dashboard

https://repopulse.live
1•sdfswerew•23m ago•0 comments

I made a WeTransfer clone with Darth Vader vibes

https://DropVader.com
2•hitsnoozer•24m ago•0 comments

A Survey of Internet Censorship and Its Measurement

https://www.sciencedirect.com/science/article/pii/S0167404825004213
1•8organicbits•36m ago•0 comments

The sustainable, repairable Fairphone 6 is now available in the US for $899

https://www.androidcentral.com/phones/the-sustainable-repairable-fairphone-6-is-now-available-in-...
4•raybb•36m ago•0 comments

HN: AI File Sorter auto-organizes files using local AI (Windows, macOS binaries)

https://github.com/hyperfield/ai-file-sorter
1•hyperfield•38m ago•1 comments

Scheme Name: Calculator

https://www.iana.org/assignments/uri-schemes/prov/calculator
1•antiloper•38m ago•0 comments

Systems Don't Exist but Definitions Do

https://tangrammer.codeberg.page/on-the-clojure-move/output/posts/systems-dont-exist-but-definiti...
1•tangrammer•39m ago•1 comments

Linux – Sizecoding

http://www.sizecoding.org/wiki/Linux
2•thomasjb•48m ago•0 comments

Show HN: Artle - a daily art guessing game

https://artle.eu
1•steinvakt2•48m ago•0 comments

What's New in Shortcuts for the Apple OS 26 Releases

https://support.apple.com/en-us/125148
1•Bogdanp•49m ago•0 comments

Platform to Show Proof of Work

https://prooforg.com/
1•gabe_yc•49m ago•1 comments

CRISPR anti-tag-mediated room-temperature RNA detection using CRISPR/Cas13a

https://www.nature.com/articles/s41467-025-64205-4
2•PaulHoule•49m ago•0 comments

Somatic hypermutation articles from across Nature Portfolio

https://www.nature.com/subjects/somatic-hypermutation
1•measurablefunc•50m ago•0 comments

Show HN: I built a self-hosted error tracker in Rails

https://telebugs.com
1•kyrylo•51m ago•0 comments

European Land Use Visualization

https://koenvangilst.nl/lab/european-land-use
2•speckx•52m ago•0 comments

Government Urges Total Ban of Our Most Popular Wi-Fi Router

https://www.cnet.com/tech/services-and-software/us-government-urges-total-ban-of-our-most-popular...
7•galaxyLogic•52m ago•1 comments