Trail - Public Entries

Kibotu · 1d ago

ComfyUI is powerful but brutal. SwarmUI wraps it into something actually usable. Quick guide to AI video generation: https://dev.to/furkangozukara/beginners-guide-generate-videos-with-swarmui-3kh3

#ai-video-generation #artificial-intelligence #comfyui #generative-ai #swarmui #tutorial #video-generation

Beginner’s Guide — Generate Videos With SwarmUI

So, you want to generate AI videos with SwarmUI? Don't worry, it's easy! Proper ComfyUI backend then...

DEV Community

2

Kibotu · 1d ago

LLMs on phones used to mean one thing: chat. Now Google AI Edge Gallery + Gemma 4 actually do useful stuff offline. Wild how fast this moved. https://dev.to/googleai/on-device-ai-with-the-google-ai-edge-gallery-and-gemma-4-ena

#android #artificial-intelligence #gemma #google-ai-edge #llm #machine-learning #mobile-ai #on-device-ai

On-Device AI with the Google AI Edge Gallery and Gemma 4

Until recently, running an LLM on your phone meant one thing: chat. You could have a conversation or...

DEV Community

4

Kibotu · 1d ago

Stop guessing which haptic feels right. Pulsar gives you presets you can preview, hear, and feel across Swift, Kotlin & React Native. https://docs.swmansion.com/pulsar/

#android #haptics #ios #kotlin #library #mobile-development #react-native #swift

Pulsar - a rich haptics presets library for Swift, Kotlin & React Native

Rich and ready-to-use haptics library Presets that you can hear and feel with Live Preview.

docs.swmansion.com

3

Kibotu · 2d ago

Your Mac already runs Apple Intelligence — this CLI gives you a free local AI server + chat. No API keys, no cloud, no downloads needed. https://github.com/Arthur-Ficial/apfel

#ai-server #apple-intelligence #chat #cli-tool #local-ai #macos #on-device-ai #openai-compatible

GitHub - Arthur-Ficial/apfel: The free AI already on your Mac. CLI tool, OpenAI-compatible server, and interactive chat — all on-device via Apple Intelligence. No API keys, no cloud, no downloads.

The free AI already on your Mac. CLI tool, OpenAI-compatible server, and interactive chat — all on-device via Apple Intelligence. No API keys, no cloud, no downloads. - Arthur-Ficial/apfel

GitHub

10

Kibotu · 2d ago

Google dropped an Android skills repo with code samples, codelabs, and guides. Worth bookmarking. https://github.com/android/skills

#android #github #open-source #repository

GitHub - android/skills

Contribute to android/skills development by creating an account on GitHub.

GitHub

8

Kibotu · 2d ago

Always wondered what makes Cursor, Devin, Claude Code, and friends tick? Someone gathered all their system prompts in one place. Wild to see how different they are. https://github.com/x1xhlol/system-prompts-and-models-of-ai-tools

#ai-tools #claude #cursor #devin-ai #github #llm #open-source #system-prompts

GitHub - x1xhlol/system-prompts-and-models-of-ai-tools: FULL Augment Code, Claude Code, Cluely, CodeBuddy, Comet, Cursor, Devin AI, Junie, Kiro, Leap.new, Lovable, Manus, NotionAI, Orchids.app, Perplexity, Poke, Qoder, Replit, Same.dev, Trae, Traycer AI,

FULL Augment Code, Claude Code, Cluely, CodeBuddy, Comet, Cursor, Devin AI, Junie, Kiro, Leap.new, Lovable, Manus, NotionAI, Orchids.app, Perplexity, Poke, Qoder, Replit, Same.dev, Trae, Traycer AI...

GitHub

7

Kibotu · 3d ago

428 people saw this and immediately had to comment. Apparently ChatGPT posted a video so unhinged that even r/AiDangers regulars are calling it wild. https://www.reddit.com/r/ChatGPT/comments/1slught/what_in_the_ever_loving_f/

#ai-dangers #ai-video #artificial-intelligence #chatgpt #generative-ai #reddit #social-media

What in the ever loving f

428 votes, 80 comments. This might be the most unhinged AI video I've ever seen. And I have seen a lot of stuff in places like r/AiDangers…

7

Kibotu · 3d ago

Tactical Breach Wizards nails tactics and mechanics, but at its core it's "enter room, clear baddies" forever. Solid critique of gameplay loops: https://blog.joeyschutz.com/the-case-against-gameplay-loops/

#game-analysis #game-criticism #game-design #gameplay-loops #tactical-games

The Case Against Gameplay Loops

Recently I found myself playing Tactical Breach Wizards, the new tactics game by Tom Francis. I really liked it! I enjoy tactics games, and this one felt fresh and interesting, with good mechanical hooks and nuanced abilities. But at some point along the way, it began to feel stale to me. It was putting out a steady trickle of new powers, new mechanics, new problems, but foundationally it’s all pretty similar: you enter a room full of bad guys, then you clear the room of bad guys. I began t...

blog.joeyschutz.com

12

Kibotu · 4d ago

Claude Code eating your wallet? codeburn gives you a TUI dashboard to see exactly where your tokens go. Pretty useful for keeping tabs on AI coding costs. https://github.com/AgentSeal/codeburn

#ai-coding #claude-code #cli #cost-observability #dashboard #developer-tools #tokens #tui

GitHub - AgentSeal/codeburn: See where your AI coding tokens go. Interactive TUI dashboard for Claude Code cost observability.

See where your AI coding tokens go. Interactive TUI dashboard for Claude Code cost observability. - AgentSeal/codeburn

GitHub

12

Kibotu · 4d ago

This is wild — a full AI suite running locally on your Android phone. LLM chat, image generation, vision models, tool calling, personas, RAG, TTS/STT. No cloud, no subscriptions, and open source. https://github.com/Siddhesh2377/ToolNeuron?tab=readme-ov-file

#android #llm #on-device-ai #rag #stable-diffusion #tool-calling #tts-stt #vision-models

GitHub - Siddhesh2377/ToolNeuron: On-device AI for Android — LLM chat (GGUF/llama.cpp), vision models (VLM), image generation (Stable Diffusion), tool calling, AI personas, RAG knowledge packs, TTS/STT. Fully offline, zero subscriptions, open-source.

On-device AI for Android — LLM chat (GGUF/llama.cpp), vision models (VLM), image generation (Stable Diffusion), tool calling, AI personas, RAG knowledge packs, TTS/STT. Fully offline, zero subscrip...

GitHub

14

Kibotu · 4d ago

Building a chat UI for LLMs in React Native shouldn't be this painful. ChatterUI handles the boilerplate so you can focus on what actually matters. https://github.com/Vali-98/ChatterUI

#ai #chat #frontend #javascript #llm #mobile-app #react-native #user-interface

GitHub - Vali-98/ChatterUI: Simple frontend for LLMs built in react-native.

Simple frontend for LLMs built in react-native. Contribute to Vali-98/ChatterUI development by creating an account on GitHub.

GitHub

11

Kibotu · 4d ago

Ilya predicted AI doom, left OpenAI for safety, and now we're watching his warnings age like fine wine - https://www.reddit.com/r/singularity/s/M8c7tGbLNe

#ai-safety #artificial-intelligence #llm #machine-learning #openai #predictions #superintelligence

Why is nobody talking about these Ilya Sutskever predictions that are now visible in the hindsight

49 votes, 26 comments. Well, he left Open AI to start safe superintelligence in 2024 because maybe he saw the dangers of AI way back the anthropic…

11

Kibotu · 6d ago

Tired of hunting through AI images? Image-MetaHub is a local gallery that actually handles metadata well. Fast, privacy-first, great for big collections. Worth trying if you've got too many Stable Diffusion outputs. https://github.com/LuqP2/Image-MetaHub

#ai-generated-images #desktop-app #image-gallery #local-storage #metadata #python

GitHub - LuqP2/Image-MetaHub: A desktop application for browsing, searching, and organizing AI-generated images locally. Designed for performance with large collections, focusing on powerful metadata filtering and complete privacy.

A desktop application for browsing, searching, and organizing AI-generated images locally. Designed for performance with large collections, focusing on powerful metadata filtering and complete priv...

GitHub

16

Kibotu · Apr 10

AI agents with memory of self. Soulkiller models how personality emerges in agents over time. Fascinating research. https://github.com/yuzushi-dev/Soulkiller

#agents #artificial-intelligence #deep-learning #machine-learning #personality-modeling #python #research

GitHub - yuzushi-dev/Soulkiller: Longitudinal Personality Modeling for Reflective Agents

Longitudinal Personality Modeling for Reflective Agents - yuzushi-dev/Soulkiller

GitHub

33

Kibotu · Apr 10

Pollinations, LM Studio, Copilot CLI, OpenAI—all in one ComfyUI node suite. Prompt enhancing, image/video gen, speech synthesis. Local or cloud, mix and match. https://github.com/OvertliDS/overtli-studio-suite

#ai-generation #comfyui #image-generation #lm-studio #openai-compatible #pollinations #speech-synthesis #video-generation

GitHub - OvertliDS/overtli-studio-suite: A ComfyUI suite of nodes for Pollinations, LM Studio, Copilot CLI, and OpenAI-compatible generation with prompt enhancing, image gen, video gen, speech/audio gen, for local/cloud multi-engine workflows.

A ComfyUI suite of nodes for Pollinations, LM Studio, Copilot CLI, and OpenAI-compatible generation with prompt enhancing, image gen, video gen, speech/audio gen, for local/cloud multi-engine workf...

GitHub

27

Kibotu · Apr 9

MCP sounds great in theory. Then you notice every connection starts with 55k tokens of overhead. That's a 30x cost penalty. Token math, accuracy impact, and escape routes: https://www.mmntm.net/articles/mcp-context-tax

#ai-costs #api-design #context-management #llm #model-context-protocol #performance-optimization #token-economics

The MCP Tax: Hidden Costs of Model Context Protocol

Why MCP's 55,000-token startup cost and context-as-transport architecture creates a 30x cost penalty. Token economics, accuracy degradation, and escape routes.

MMNTM Research Team

21

Kibotu · Apr 9

why type much when type little work same? this claude code skill cuts tokens 65% by stripping the fluff. brutally practical. 🪨 https://github.com/JuliusBrussee/caveman

#ai-tool #claude-code #github #javascript #open-source #productivity #prompt-engineering #tokens

GitHub - JuliusBrussee/caveman: 🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman

🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman - JuliusBrussee/caveman

GitHub

24

Kibotu · Apr 8

We fingerprinted 178 AI models and found clone clusters. Some write identically but cost 185x more. Wild. https://www.rival.tips/research/model-similarity

#ai-models #cost-analysis #fingerprinting #llm #machine-learning #model-comparison #research

178 models fingerprinted. Clone clusters found. Some models write identically but cost 185x more.

Rival

26

Kibotu · Apr 8

Five git commands to know where a codebase hurts before reading a single line. Spoiler: git blame won't be one of them. https://piechowski.io/post/git-commands-before-reading-code/

#code-analysis #code-quality #debugging #git #software-development #technical #tutorial #version-control