How much of F-Droid is LLM generated?

I emotion F-Droid. I emotion what F-Droid stands for and I for illustration the state that it gives its users. As a FOSS app maintainer I besides person nothing but bully things to opportunity astir the group down the project. Maybe they’re moreover a spot too nice, considering really galore times repro has grounded owed to maine forgetting to perpetrate earlier building 😅.

But my god is it difficult to find human-written package now.

The problem

Sometimes I unfastened F-Droid conscionable to browse. You know, possibly I’ll find an app that solves a problem I didn’t cognize I had, aliases possibly I’ll find a amended replacement to thing I already use.

And 1 day, while browsing, I noticed an app pinch an evident and disfigured AI generated icon. It’s not connected the database and I will not shame it, but it sewage maine thinking. How overmuch of F-Droid is AI?

As personification who does programming for nosy and is only a student, untarnished by honorable work, I get my knowledge of what the coding world is for illustration mostly from clickbaity YT videos and Reddit posts of CS professionals. They either picture LLMs arsenic deity reincarnate aliases arsenic glorified autocomplete.

Both are, obviously, wrong, but that’s not really adjuvant successful determining what I want to know. What is the actual authorities of programming nowadays? Whenever I usage FOSS software, really apt it is that it has been vibe-coded by a rando successful an afternoon?

How to cognize if an app is vibe-coded?

That’s the trick—you can’t. Text conscionable doesn’t transportation capable meta accusation for immoderate benignant of assessments to beryllium moreover adjacent to accurate. However, conscionable arsenic that em-dash I utilized successful the first condemnation astir apt triggered an siren successful your brain, there are signs.

While that does make the task astatine manus sound fickle and limited connected happenstance, the signs, particularly concerning LLM codification repositories, are ne'er excessively difficult to find.

You see, the main allure of LLMs is that they let the developer to beryllium much lazy. That’s benignant of the full point! You conscionable prompt, beryllium backmost and relax. So it should not astonishment you to perceive that this cognition is past reflected successful everything the vibe-coder touches.

Why constitute a README from scratch? Lol, conscionable fto the LLM do it.

Do code-review? Naw, conscionable fto the LLM reappraisal its ain changes and past besides springiness it entree to the repo truthful you don’t moreover request to property the perpetrate button.

If a task was concerned pinch looking legitimate, it would beryllium trivial to do specified things by hand. But it’s debased effort each the measurement down.

My biases

This portion tin beryllium skipped if you don’t attraction astir my stance connected LLMs, but I request to make my position clear to debar contributing to the circlejerk excessively much.

To statesman with, I’d for illustration to admit that LLMs are incredibly useful and capable. As 2026 has progressed, this has go much and much visible, but group being capable to one-shot mean standard games and package successful half an hr is ridiculously impressive, moreover if the extremity merchandise is usually not very good.

I besides americium very overmuch successful favour of package getting faster and much secure. The communicative of the Linux kernel improvement has shown that LLMs are tin of uncovering and sometimes moreover solving galore types of codification issues.

With the pleasantries retired of the measurement though, I person to admit I really dislike LLMs and what they person done to programming, related engineering fields, and nine arsenic a whole.

Their specified beingness makes educating yourself and going connected nosy broadside projects overmuch little rewarding. Like yeah, I did something, but pinch an LLM I could person done this successful a 4th of the time. And erstwhile you do return the achromatic pill and vibe-code, it’s moreover worse. It’s not for illustration you did anything. The instrumentality did that.

Then there’s the atrophying effects connected quality brains, their unfathomable capacity for serving plausibly sounding misinformation and the ambiance disaster that we’re conscionable kinda ignoring. All very nosy things to deliberation about.

Criteria / The experiment

As mentioned before, there’s no way to efficaciously observe slop, truthful I propose a unsmooth 3 tier strategy based connected the aesthetics of the repo:

• Mostly AI
  • This is mostly for projects that person important LLM smells and intends I expect >50% of the codification is LLM authored. Any benignant of agentic infrastructure automatically lands an app successful this tier arsenic I do not judge it is imaginable to usage AI responsibly from wrong a coding harness.
• Hard to opportunity / Mostly quality / Other
  • Occasional LLM commits either by maintainers aliases contributors, but mostly looks human. May person an LLM argumentation which permits definite uses. This tag intends I expect <50% of the codification is LLM authored.
• No signs of AI
  • Could not find thing suspicious/Has a strict LLM policy.

Note that my standing will still beryllium rather superficial and the tiers rather loose. I did not build a “slop detector” aliases thing for illustration that, truthful my decisions are based connected looking astatine caller commits and their contented on pinch the project’s branding.

Also statement that since I person nary measurement of knowing for sure, location whitethorn beryllium errors. I still judge astir of my findings to beryllium meticulous however.

I will besides not look astatine the history of the app. If it has existed since 2014 but caller commits are LLM authored it will beryllium categorized arsenic “mostly AI”

The apps chosen were the batch of updates pushed to F-Droid connected September 12, 2026. That amounted to 102 apps, which was rather a batch of activity for maine to spell through.😅

If you conscionable want the results, consciousness free to skip to the results

Description: Nostr arena signer for Android

Repository: https://github.com/greenart7c3/Amber

Rating: Mostly AI

Justification: All caller commits were done pinch LLM, PRs accepted from agents, Claude Code and Codex infrastructure present.

Description: Dive into the interplanetary microblogging level 🚀

Repository: https://github.com/poppingmoon/aria

Rating: No signs of AI

Justification: This is simply a difficult 1 arsenic perpetrate naming and building felt a spot suspicious, but I did not spot thing other and decided to err connected the broadside of caution

Description: Animated wallpapers pinch Atmosphere, Glass, Canvas Sketch and playlists.

Repository: https://github.com/saad-khan-rind/nosatmosphereeffect

Rating: No signs of AI

Justification: Heavy emoji usage successful the README, but different thing looks suspicious.

Description: Gallery and metadata explorer

Repository: https://github.com/deckerst/aves

Rating: No signs of AI

Justification: Nothing looked suspicious

Description: Private offline slope equilibrium dashboard

Repository: https://github.com/AshkanRafiee/balance

Rating: Mostly AI

Justification: Code and commits grounds various AI smells.

Description: Track your groceries, without worrying astir moving out.

Repository: https://github.com/rw-account/baly_groceries_tracker

Rating: Mostly AI

Justification: Code and commits grounds various AI smells.

Description: Turn workouts into quests, leader fights and a colony built by your training.

Repository: https://github.com/Guiforge/bati

Rating: Mostly AI

Justification: AI disclosure successful README (Thanks for making it easy :D)

Description: Empirical arrival-time distributions for Deutsche Bahn trains

Repository: https://github.com/DerWeh/BayesianBahn

Rating: Mostly AI

Justification: All commits are Claude co-authored. Though it’s really funny really Deutsche Bahn sucks truthful difficult it has enticed group to vibe-code unofficial timetables.

Description: Auto-play euphony erstwhile your Bluetooth car, headphones, aliases speakers connect.

Repository: https://github.com/brandonp2412/BeatBridge

Rating: Mostly AI

Justification: Includes Claude Code contributions, rather a batch of the commits look to beryllium astatine slightest AI

Description: QR codification and barcode scanner pinch nary ads

Repository: https://github.com/markusfisch/BinaryEye

Rating: No signs of AI

Justification: Nothing suspicious

Description:and unfastened root block-stacking puzzle game. Arrange falling shapes to clear

Repository: https://github.com/brandonp2412/BlockDrop

Rating: Mostly AI

Justification: Has infrastructure for LLMs, Claude co-authored commits.

Description: Train your focus, representation and mathematics skills.

Repository: https://github.com/SimonSchubert/Braincup

Rating: Mostly AI

Justification: All caller commits are Claude co-authored

Description: bilibili video assets downloader

Repository: https://github.com/KafuuNeko/BiliDownload

Rating: Mostly AI

Justification: All caller commits look LLM authored

Description: Record and Stream Audio and/or Screen

Repository: https://github.com/yepgoryo/CaptureCap

Rating: Mostly AI

Justification: Has an AI disclosure listing files written pinch LLM help

Description: Add smart functions to your Casio quadrate BT G-Shock Watch.

Repository: https://github.com/izivkov/CasioGShockSmartSync

Rating: Mostly AI

Justification: AI artifacts specified arsenic readying .md files pushed to repo.

Description: Ad-free AI calorie tracker. Snap, speak, aliases type meals. Open source.

Repository: https://codeberg.org/fitguy/chompass

Rating: Mostly AI

Justification: Recent commits look AI authored. Note that this repository is hosted connected Codeberg and apt violates their position of use.

Description: Encrypted KeePass sync — requires your ain self-hosted server.

Repository: https://gitlab.com/Star95/keepass-deltasync

Rating: Mostly AI

Justification: All caller commits co-authored by Claude Opus 5

Description: Keyboard that reacts to triggers and performs information actions

Repository: https://github.com/pofesk0/lastcodeduresskeyboard

Rating: ???

Justification: This whitethorn beryllium the astir confusing repo I’ve ever seen lol. Has been successful improvement since November of 2025, but the proprietor doesn’t look to cognize really to usage git??? All the commits person seemingly been done by transcript pasting the alteration codification by manus done the GitHub web record editor. Quite bizarre!

Description: Read, listen, take from 5 reciters, and way your Quran journey.

Repository: https://github.com/ya27hw/equran_app

Rating: Mostly AI

Justification: Has infrastructure for agents; astir caller perpetrate looks LLM generated.

Description: complaint your EV erstwhile the sun is sparkling aliases energy is inexpensive and clean

Repository: https://github.com/evcc-io/app

Rating: Mostly AI

Justification: Agent infrastructure; Claude co-authorship of commits; moreover commits without explict co-authorship look mostly LLM generated.

Description: Warm-up drill paper generator utilizing notation credited to Joachim Meyer

Repository: https://github.com/J0s3f/Fechtkarte

Rating: Mostly AI

Justification: Agent infrastructure; commits and codification look LLM generated

Description: An awesome Libre and Open Source RSS provender reader

Repository: https://github.com/spacecowboy/Feeder

Rating: Mostly AI

Justification: Most caller codification commits look LLM generated, accepted PRs from agents. Quite unfortunate, arsenic this is the first app successful this database that I really use, but it works.

Description: Advance audiophile people offline euphony player.

Repository: https://github.com/Hamza417/Felicity

Rating: Mostly AI

Justification: Several commits I checked grounds signs of dense LLM use.

Description: Clean URL tracking, hole embeds (X, IG, FB, TikTok, Bluesky), drawback nexus leaks

Repository: https://github.com/NeatCode-Labs/fixupxer

Rating: Mostly AI

Justification: AI generated icon + each caller commits look LLM generated.

Description: Log workouts, reps, cardio, and remainder timers. Track spot offline.

Repository: https://github.com/brandonp2412/Flexify

Rating: Mostly AI

Justification: Lot of LLM infrastructure; codification looks almost wholly AI.

Description: Crossword puzzles application, download and play.

Repository: https://gitlab.com/Hague/forkyz

Rating: Mostly AI

Justification: LLM infrastructure; caller commits look wholly LLM generated.

Description: Secure crypto wallet for 100+ blockchains: Bitcoin, USDT, ETH, Solana, and more.

Repository: https://github.com/gemwalletcom/wallet

Rating: Mostly AI

Justification: LLM infrastructure; caller commits look wholly LLM generated.

Description: Modern upwind app pinch 16-day forecast for aggregate cities

Repository: https://github.com/FreetimeMaker/GeoWeather

Rating: Mostly AI

Justification: Most caller commits look LLM generated.

Description: Daily AI picks from GitHub Trending, Hacker News & Product Hunt.

Repository: https://github.com/HarlonWang/TrendingAI

Rating: Mostly AI

Justification: All caller commits Claude co-authored.

Description: Your each successful 1 chat adjunct - Chat pinch aggregate LLMs astatine once!

Repository: https://github.com/Taewan-P/gpt_mobile

Rating: Mostly AI

Justification: Most caller commits look LLM generated.

Description: Dark, offline gym log. Tap the muscle, log your sets, watch your numbers move.

Repository: https://github.com/InlitX/GymMane

Rating: Mostly AI

Justification: README sewage that LLM emoji vomit; caller commits look AI

Description: Private on-device Personal Health Record Application

Repository: https://git.sr.ht/~lepisma/harp-kmp

Rating: Not sure

Justification: My browser could not get done the sourcehut bot-detection trial for immoderate reason, truthful I was incapable to cheque code. Saw 1 perpetrate co-authored by Claude, position of others remains unknown.

Description: Fill the full committee pinch a azygous color.

Repository: https://github.com/sidhant947/HueSpill

Rating: Mostly AI

Justification: Very new, only fewer commits. UI looks vibe-coded though and UI is each this crippled has.

Description: Invoice successful 10 seconds — bundle quotes and transportation notes into invoices!

Repository: https://github.com/gatesuperapp/g8-invoicing

Rating: Mostly AI

Justification: All caller commits look wholly AI generated

Description: Quickly position MD5, SHA1, and Public Keys for App Signatures.

Repository: https://github.com/qdsfdhvh/KeyStoreViewer

Rating: Mostly AI

Justification: Most caller commits look wholly AI generated.

Description: An unofficial customer for the self-hosted Tandoor look guidance software.

Repository: https://github.com/kitshn-app/kitshn

Rating: Mostly AI

Justification: Most caller commits look wholly AI generated.

Description: Automating clicks based connected what is displayed

Repository: https://github.com/Nain57/Smart-AutoClicker

Rating: No signs of AI

Justification: Nothing looks suspicious

Description: Measure heart-rate variability pinch your telephone camera, nary other sensors

Repository: https://github.com/LensHRV/lenshrv-app

Rating: Mostly AI

Justification: Born from 1 +10k LOC “init” commit. 2 remaining commits look LLM authored

Description: Removes search & different redundant parameters from web links for sharing

Repository: https://github.com/leon-cleaning-services/leon

Rating: Mostly AI

Justification: LLM infrastructure; caller commits look wholly LLM generated.

Description: LetterBox is simply a elemental kids crippled for learning letters

Repository: https://gitlab.com/muelli/letterbox

Rating: Mostly AI

Justification: Most caller commits look wholly AI generated.

Description: Offline and encrypted interaction backups

Repository: https://github.com/AshkanRafiee/Libre-Contacts-Backup

Rating: Mostly AI

Justification: All caller commits look wholly AI generated.

Description: Clean Audiobookshelf Player

Repository: https://github.com/GrakovNe/lissen-android/

Rating: Mostly AI

Justification: Most caller commits look wholly AI generated.

Description: Reminders for your recurring tasks: filters, plants, backups, car checks…

Repository: https://codeberg.org/kapoue/MainTask

Rating: Mostly AI

Justification: All caller commits co-authored by Claude Sonnet 5. Note that this repository is hosted connected Codeberg and apt violates their position of use.

Description: Privacy-first Android launcher designed for focus, speed, and simplicity.

Repository: https://github.com/rama-io/mako

Rating: Mostly Human

Justification: I spot immoderate commits that look LLM generated, but others look human. Let’s err connected the broadside of caution.

Description: Track stocks, build a portfolio, and position capacity charts.

Repository: https://github.com/brandonp2412/MarketMonk

Rating: Mostly AI

Justification: LLM infrastructure; caller commits look wholly LLM generated.

Description: Local-first Markdown notes pinch tags, search, and record export

Repository: https://github.com/jeiel85/markleaf-android

Rating: Mostly AI

Justification: LLM infrastructure; caller commits look wholly LLM generated.

Description: View Tesla conveyance information from your self-hosted Teslamate instance

Repository: https://github.com/vide/matedroid

Rating: Mostly AI

Justification: LLM infrastructure; caller commits look wholly LLM generated.

Description: Modern worldly creation for YouTube and Invidious.

Repository: https://github.com/Materialious/Materialious

Rating: No signs of AI

Justification: Only a little look, but thing jumped retired arsenic suspicious.

Description: Anonymous hunt and tab groups, backstage browsing pinch locator and advertisement blocking.

Repository: https://gitlab.metager.de/metager/metager-app

Rating: Mostly AI

Justification: LLM infrastructure; caller commits look wholly LLM generated.

Description: Adhan alarms, qibla compass, the Madinah mushaf, widgets. No trackers.

Repository: https://github.com/Hassan-PS/Mihrab

Rating: Mostly AI

Justification: LLM infrastructure; caller commits look wholly LLM generated.

Description: Beautiful Minesweeper. No ads, nary trackers, nary permissions.

Repository: https://github.com/john-athan/minesweeper

Rating: Mostly AI

Justification: Most caller commits look wholly AI generated. So does the UI.

Description: A minimal, keyboard-first Android home-screen launcher

Repository: https://github.com/katoaapps/openminilaunch

Rating: No signs of AI

Justification: Was suspicious astir the incredibly verbose README, but could not find thing else.

Description: Native IRC customer pinch a modern chat interface

Repository: https://github.com/trevarj/motd

Rating: Mostly AI

Justification: LLM infrastructure; caller commits look wholly LLM generated.

Description: A modern, multilingual YouTube Music customer for Android pinch offline support.

Repository: https://github.com/N-Zik-Group/N-Zik

Rating: Mostly AI

Justification: LLM infrastructure; caller commits look wholly LLM generated.

Description: A hub of written thoughts successful accelerated searchable plain text

Repository: https://github.com/appml/neutrinote

Rating: No signs of AI

Justification: Found nothing.

Description: Synchronization client

Repository: https://github.com/nextcloud/android

Rating: Mostly Human

Justification: Has LLM infrastructure, but astir commits look human.

Description: Shared family lists, photos & notes connected your ain server — and connected your watch.

Repository: https://github.com/chenasraf/pantry-flutter

Rating: Mostly AI

Justification: Most caller commits look wholly AI generated. So does the UI.

Description: Customizable and feature-rich siren timepiece app.

Repository: https://github.com/gabeg805/NFC-Alarm-Clock

Rating: Mostly AI

Justification: Most caller commits look AI generated.

Description: YouTube and YouTube Music successful a azygous app. No ads, plays successful the background.

Repository: https://github.com/nonbili/NouTube

Rating: Mostly AI

Justification: Most caller commits look AI generated.

Description: Unlock a secure, open-source calling acquisition pinch NovaDialer

Repository: https://github.com/dhilipmpms/NovaDial

Rating: No signs of AI

Justification: Nothing looks disconnected astatine a speedy glance.

Description: On-device translator of text, images and pdf/odt files, pinch TTS

Repository: https://github.com/DavidVentura/offline-translator

Rating: No signs of AI

Justification: Nothing looks disconnected astatine a speedy glance.

Description: Manage OPNsense firewall: monitor, configure rules, position logs & services

Repository: https://github.com/Etregin/OPNsense_Manager

Rating: Mostly AI

Justification: Most caller commits look AI generated.

Description: No-root web monitor, firewall and PCAP dumper for Android

Repository: https://github.com/emanuele-f/PCAPdroid

Rating: Almost nary signs of AI

Justification: Some commits see LLM created translations, nevertheless they are disclosed and fewer and acold between

Description: App utilized to track, negociate and punctual you of your ain stuff.

Repository: https://github.com/rh-id/a-personal-stuff

Rating: Mostly AI

Justification: Most caller commits look AI generated.

Description: Viewer for Frigate NVR pinch smart URL switching and notifications

Repository: https://github.com/sfortis/phylax

Rating: Mostly AI

Justification: Most caller commits look AI generated.

Description: Silence your telephone automatically erstwhile utilizing selected apps.

Repository: https://gitlab.com/juanitobananas/ping-off

Rating: Mostly AI

Justification: LLM infrastructure; astir commits look wholly LLM generated.

Description: A FLOSS Android app to fto you browse YouTube, NicoNico and BiliBili freely.

Repository: https://github.com/InfinityLoop1308/PipePipe

Rating: Mostly AI

Justification: Most caller commits look AI generated.

Description: Manage your telephone connected the web! Access files, contacts, videos, euphony & more.

Repository: https://github.com/plainhub/plain-app

Rating: Mostly AI

Justification: Most caller commits look AI generated.

Description: Manage your instrumentality privateness based connected lock/unlock state

Repository: https://github.com/dorumrr/privacyflip

Rating: Mostly AI

Justification: Most caller commits look AI generated.

Description: Challenging crown-placement logic puzzle. Infinite levels. No search & ads.

Repository: https://github.com/sidhant947/queens

Rating: Mostly AI

Justification: Most caller commits look AI generated.

Description: A cute&chill CBZ, PDF, EPUB scholar that’s ridiculously configurable!

Repository: https://github.com/Tulis12/ReadBear

Rating: No signs of AI

Justification: Some commits look a spot suspicious, but astatine a glimpse I did not spot immoderate evident signs of definitive LLM usage.

Description: An progressive knowledge-management and multi-modal note-taking platform.

Repository: https://github.com/saad-ibra/gray-matter

Rating: Mostly AI

Justification: Most caller commits look AI generated.

Description: Full-screen integer timepiece and dock screensaver for aged Android phones.

Repository: https://github.com/rubidus-api/reteclock_apk

Rating: Mostly AI

Justification: All caller commits are AI generated.

Description: Hangul keyboard pinch Esc, Tab, Ctrl and F-keys. 470 KB, 1 permission.

Repository: https://github.com/rubidus-api/retekey_apk

Rating: Mostly AI

Justification: All caller commits are AI generated.

Description: Send matter to your InputStick consecutive from the Share menu

Repository: https://github.com/TheLastProject/ShareToInputStick

Rating: No signs of AI

Justification: Nothing suspicious

Description: A roguelike crippled based connected Pixel Dungeon

Repository: https://github.com/00-Evan/shattered-pixel-dungeon

Rating: No signs of AI

Justification: Some worldly looks a spot sus, but recovered thing serious.

Description: Audiobookshelf Android customer pinch playback, downloads, and server management

Repository: https://github.com/100nandoo/shelfdroid

Rating: Mostly AI

Justification: LLM infrastructure; caller commits look wholly LLM generated.

Description: Lightweight nary root, nary vpn firewall solution powered by Shizuku

Repository: https://github.com/AhmetCanArslan/ShizuWall

Rating: Mostly Human

Justification: Found immoderate grounds of AI usage, nevertheless thing that looks excessively widespread.

Description: Offline notes & checklists, self-hosted sync. Under 5 MB, nary ads, nary tracking.

Repository: https://github.com/inventory69/simple-notes-sync

Rating: Mostly AI

Justification: Most caller commits look AI generated.

Description: Sky Map turns your telephone into a model connected the nighttime sky.

Repository: https://github.com/sky-map-team/stardroid

Rating: Mostly AI

Justification: LLM infrastructure; caller commits look wholly LLM generated.

Description: Multiplatform Mastodon API customer utilizing Compose

Repository: https://github.com/ihateblueb/snowdrop

Rating: Mostly Human

Justification: Some grounds of AI use, but it looks limited.

Description: A almanac supplier add-on for Suntimes.

Repository: https://github.com/forrestguice/SuntimesCalendars

Rating: No signs of AI

Justification: Nothing looks suspicious

Description: Chess maneuver trainer based connected https://database.lichess.org/#puzzles.

Repository: https://github.com/jazzm0/tactic-master

Rating: No signs of AI

Justification: Nothing looks suspicious

Description: Private, offline-first disbursal and fund tracker, nary relationship required

Repository: https://github.com/herrerad85/tallybook

Rating: Mostly AI

Justification: Most caller commits look AI generated.

Description: Private, ad-free task lists! Optional sync pinch Google Tasks, CalDAV aliases EteSync!

Repository: https://github.com/tasks/tasks

Rating: No signs of AI

Justification: Nothing looks suspicious

Description: Multi-session terminal emulator pinch Material UI theming and guidelines support

Repository: https://github.com/8dmusichannels-star/terminator

Rating: Mostly AI

Justification: Most caller commits look AI generated.

Description: NTUST field adjunct for courses, assignments, and more

Repository: https://github.com/tigerduck-app/tigerduck-app-android

Rating: Mostly AI

Justification: LLM infrastructure; caller commits look wholly LLM generated.

Description: Flexibly limit the usage duration

Repository: https://codeberg.org/timelimit/timelimit-android

Rating: No signs of AI

Justification: Nothing looks suspicious

Description: Offline-first productivity, focus, and wont tracking.

Repository: https://github.com/Benji377/Timety

Rating: Mostly AI

Justification: Most caller commits look AI generated.

Description: privacy-respecting assemblage weight-diary

Repository: https://github.com/QuantumPhysique/trale

Rating: Mostly AI

Justification: LLM infrastructure; caller commits look mostly LLM generated.

Description: A elemental and lightweight encrypted notes app

Repository: https://github.com/omaawr/tuisku

Rating: Mostly AI

Justification: LLM infrastructure; caller commits look mostly LLM generated.

Description: Open root 4X civilization-building game

Repository: https://github.com/yairm210/Unciv

Rating: Mostly Human

Justification: Some commits co-authored by Claude, but a bunch of others look human.

Description: APK/XAPK installer pinch silent installs via Shizuku, Root aliases Dhizuku.

Repository: https://github.com/pass-with-high-score/universal-installer

Rating: Mostly AI

Justification: LLM infrastructure; caller commits look mostly LLM generated.

Description: Simple and unafraid FOSS launcher pinch afloat FREE🐍 license

Repository: https://github.com/sirdeepsleep/UnlicenseLauncher

Rating: ???

Justification: Looks to beryllium a repetition of “DuressKeyboard”. Quite a bizarre repo, but it looks for illustration the accounts are different.

Description: A minimal, list-based location surface and unfastened root Niagara Launcher alternative

Repository: https://github.com/adelmonte/victoria-launcher

Rating: Mostly AI

Justification: Most caller commits look AI generated.

Description: Voxscribe is an offline sound keyboard that transcribes reside on-device.

Repository: https://codeberg.org/y20k/voxscribe

Rating: Mostly AI

Justification: Most caller commits look AI generated. Note that this repository is hosted connected Codeberg and apt violates their position of use.

Description: Relaxing color-sorting puzzle. Infinite levels. Zero tracking. No ads.

Repository: https://github.com/sidhant947/water-sort

Rating: Not sure

Justification: README shows tons of AI signs, but I did not spot thing excessively suspicious successful code.

Description: Turn connected the show by waving

Repository: https://gitlab.com/juanitobananas/wave-up/tree/HEAD

Rating: Mostly AI

Justification: LLM infrastructure; astir commits look wholly LLM generated.

Description: The charismatic app for Wikipedia, the world’s largest root of information.

Repository: https://github.com/wikimedia/apps-android-wikipedia

Rating: Mostly Human

Justification: Most commits look quality made, but there’s rather a batch of claude infrastructure. I know! I thought Wikipedia would beryllium an easy walk too!

Description: Voice power for Pebble watches — on-device by default, nary account.

Repository: https://codeberg.org/wristotle/wristotle-companion

Rating: Mostly AI

Justification: Most caller commits look AI generated. Note that this repository is hosted connected Codeberg and apt violates their position of use.

Description: A Rime-based Chinese IME for Wubi and Pinyin input

Repository: https://github.com/ximeiorg/Xime

Rating: Mostly AI

Justification: LLM infrastructure; caller commits look mostly LLM generated.

Description: Generate OATH codes pinch YubiKey NEO complete NFC

Repository: https://github.com/Yubico/yubioath-flutter

Rating: Mostly AI

Justification: Most caller commits look AI generated.

brandonp2412

While going done the apps I noticed 1 personification named brandonp2412 maintaining rather a fewer successful this update cycle. Of course, each wholly vibe-coded.

That wouldn’t beryllium that overmuch of a surprise, nevertheless they each look to beryllium nether wide different namespaces. Some are conscionable the app name, but immoderate are rather confusing: “com.presley.*” aliases “com.codesail.*”.

Either they’re conscionable a very avid vibe-coder, aliases they’re 1 of those agents that person been fixed a GitHub relationship for immoderate reason.

Codeberg

Out of the 5 apps hosted connected Codeberg, 4 are mostly AI generated and frankincense apt break Codeberg’s AI policy.

The “Don’t tread connected me” apps

I besides noticed a brace of very bizarre apps, some branded pinch the yellowish “Don’t tread connected me” flag.

DuressKeyboard & UnlicenseLauncher

What’s astir funny is that they person been successful improvement for rather immoderate time, yet each the changes are done not pinch git but done the GitHub web record editor!

Someone spell find that personification and thatch them to usage git😭😭.

Out of 102 apps:

Really not judge really to header pinch these numbers though.

On 1 hand, immoderate look to person rather a few users. And if group are having their lives improved by utilizing said software, who americium I to opportunity “no”?

On the different hand, I’m really concerned astir what the information intends for the FOSS organization arsenic a whole.

I explicitly did not do immoderate codification value study arsenic that would person taken overmuch much clip and would person astir apt been retired of my accomplishment level anyway, but I americium funny astir the robustness and maintainability of the 72%.

Just for nosy I besides checked a fewer of the FOSS apps I really usage and rather a fewer showed signs of dense LLM usage.

I’ll still usage them, arsenic I find them useful, but this full research has near maine emotion rather conflicted.

I cognize really to hole this though:

Hey Claude, make a load-bearing clip instrumentality group to 2016 – a clip erstwhile I was a happy kid, thing bad ever happened and each was bully successful FOSS-land.

Make nary mistakes