Trail - Public Entries

Kibotu · 17h ago

Claude Code prompts still hitting like a Wall-E staring at a wall? This meta-prompting framework from TÂCHES adds actual specs to your AI dev workflow. Way more useful than "try harder". https://github.com/gsd-build/get-shit-done/blob/main/get-shit-done/contexts/dev.md

#ai-development #claude-code #context-engineering #meta-prompting #open-source #spec-driven-development

get-shit-done/get-shit-done/contexts/dev.md at main · gsd-build/get-shit-done

A light-weight and powerful meta-prompting, context engineering and spec-driven development system for Claude Code by TÂCHES. - gsd-build/get-shit-done

GitHub

2

Kibotu · 23h ago

The green gets darker the better models catch bullshit. Click any cell for examples. Surprised how much variance there is across domains. https://petergpt.github.io/bullshit-benchmark/viewer/index.v2.html

#benchmark #evaluation #interactive #machine-learning #model-comparison #visualization

BullshitBench Viewer

Green rate (%) for each model across the 5 domain groups. Darker green = higher detection. Click any cell to see example responses.

petergpt.github.io

2

Kibotu · 3d ago

50 Claude Code tips from 6 months of basically nonstop use (personal + at Meta). No fluff, just the stuff I wish I knew from day one. https://www.youtube.com/watch?v=mZzhfPle9QU

#ai-coding-assistant #claude-code #meta #programming-tools #software-engineering #tips #tutorial

How I use Claude Code (Meta Staff Engineer Tips)

This is my 50 Claude Code tips from 6 months of daily use personally and at Meta as a Staff Software Engineer. I've been coding with Claude Code basically 12 hours a day really trying to understand what makes Claude Code tik. Here's everything I wish I knew when I started, from foundations to advanced parallel workflows. ⏱️ TIMESTAMPS 0:00 - Intro 1:04 - ACT 1: Foundations (Tips 1-25) 1:18 - Tip 1: Run from root directory 1:56 - Tip 2: Run /init immediately 2:54 - Tip 3: CLAUDE.md is hier...

YouTube

11

Kibotu · 3d ago

You can configure Claude Code with a CLAUDE.md file. Give it custom instructions, set project-specific rules, control behavior. Game changer. https://gist.github.com/kibotu/d7a439be8029d9ac86b62b6dd1e78324

#ai-assistant #claude #configuration #documentation

CLAUDE.md

CLAUDE.md · GitHub

Gist

7

Kibotu · 4d ago

Quick breakdown of Claude Code - keyboard shortcuts, workflow tips that actually stick. 30 min well spent. https://www.youtube.com/watch?v=6eBSHbLKuN0

#ai-coding-assistant #claude-code #educational #how-to #productivity #shortcuts #tutorial #workflows

Mastering Claude Code in 30 minutes

Learn advanced features, shortcuts, and workflows to get the most from Claude Code

YouTube

9

Kibotu · 4d ago

A clever CLAUDE.md file that fixes common LLM coding mistakes—based on Andrej Karpathy's observations. Simple idea, works surprisingly well. https://github.com/forrestchang/andrej-karpathy-skills

#ai-coding #andrej-karpathy #claude-code #claude-md #github #llm #prompt-engineering #software-development

GitHub - forrestchang/andrej-karpathy-skills: A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.

A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls. - forrestchang/andrej-karpathy-skills

GitHub

13

Kibotu · 4d ago

three.js toon shading - turns out you don't need a PhD to get that clean anime look. pretty satisfying actually https://www.realtimerendering.com/erich/udacity/exercises/unit3_toon_solution3.html

#computer-graphics #rendering #shading #three-js #toon-shading #webgl

three.js webgl - toon shading

realtimerendering.com

14

Kibotu · 6d ago

Open-source AI moves fast. Keeping up with which model actually rocks for coding vs chat vs vision vs audio? I built a cheat sheet. Link in bio. https://www.reddit.com/r/LocalLLaMA/s/yDv1T6y169

#audio-models #chatgpt-alternative #coding #llm #machine-learning #model-comparison #open-source-ai #vision-models

Ultimate List: Best Open Models for Coding, Chat, Vision, Audio & More

Open-source AI is evolving insanely fast, but it’s hard to know which model is actually best for each use case. So I put together a list of the best…

16

Kibotu · 6d ago

All the software engineering wisdom you'll eventually learn yourself, already collected in one place. https://lawsofsoftwareengineering.com/

#best-practices #patterns #principles #software-engineering

Laws of Software Engineering

A collection of principles and patterns that shape software systems, teams, and decisions.

Laws of Software Engineering

12

Kibotu · Apr 21

Found something cool: Qwen3.5 distilled from Claude 4.6 Opus's reasoning powers. GGUF format means you can actually run this locally without a fortune in API calls. https://huggingface.co/Jackrong/Qwen3.5-9B-Claude-4.6-Opus-Reasoning-Distilled-v2-GGUF

#ai #distilled #gguf #huggingface #llm #machine-learning #qwen #reasoning

Jackrong/Qwen3.5-9B-Claude-4.6-Opus-Reasoning-Distilled-v2-GGUF · Hugging Face

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

huggingface

21

Kibotu · Apr 20

Stop renting API tokens. Run your own LLM server locally in ~10 min — Windows/NVIDIA or Mac/Apple Silicon. No cloud bills, full privacy. https://medium.com/@kibotu/two-paths-to-local-llm-servers-windows-nvidia-vs-mac-apple-silicon-1e28d606f600

#apple-silicon #llm-server #local-llm #mac #nvidia #privacy #tutorial #windows

Two Paths to Local LLM Servers: Windows NVIDIA vs Mac Apple Silicon

Setup your own local LLM inference server in under 10 minutes. No cloud costs, no privacy concerns, just raw hardware acceleration.

Medium

22

Kibotu · Apr 20

1-bit LLMs running in your browser via WebGPU. No cloud, no API keys — just surprisingly capable models running locally. The future is weird. https://huggingface.co/spaces/webml-community/bonsai-webgpu

#1-bit-models #bonsai #browser #huggingface #llm #machine-learning #webgpu #webml

Bonsai 1-bit WebGPU - a Hugging Face Space by webml-community

Run 1-bit Bonsai LLMs locally in your browser on WebGPU

Huggingface

19

Kibotu · Apr 19

Local AI that doesn't require a subscription or cloud. Runs privately on your machine without the usual headache. Finally, something that just works. https://github.com/laboratoiresonore/spellcaster

#ai-generation #artificial-intelligence #local-ai #machine-learning #open-source #privacy

GitHub - laboratoiresonore/spellcaster: headache-free, expert, private, free and organic local AI generation

headache-free, expert, private, free and organic local AI generation - laboratoiresonore/spellcaster

GitHub

26

Kibotu · Apr 17

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

21

Kibotu · Apr 17

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

26

Kibotu · Apr 17

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

25

Kibotu · Apr 16

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

26

Kibotu · Apr 15

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

27

Kibotu · Apr 15

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

25

Kibotu · Apr 15

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…

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