Trail - Public Entries

Kibotu · 10h ago

AI agents have terrible memory. LLM Wiki fixes that — ingests research, chats, and datasets into compiled knowledge bases they can actually query. https://llm-wiki.net/#install

#ai-agents #datasets #knowledge-base #llm #memory #research #tool-use #wiki

LLM Wiki — LLM-compiled knowledge bases for any AI agent

Parallel research, collector catalogs, redacted session memory, context rehydration, feedback curation, source ingestion, wiki compilation, topic archiving, inventory tracking, dataset manifests, truth-seeking audits, querying, and artifact generation. Claude Code, Codex, or any LLM.

LLM Wiki

2

Kibotu · 17h ago

AI codegen is the immutable infrastructure lesson all over again. Automation is not a free lunch — it demands more discipline, not less. https://charitydotwtf.substack.com/p/ai-demands-more-engineering-discipline

#ai #devops #engineering-discipline #immutable-infrastructure #infrastructure #platform-engineering #reliability #software-engineering

AI demands more engineering discipline. Not less

If you lived through the shift from handcrafted server pets to immutable infrastructure, you should sense something oddly familiar about what's happening now.

Charity Majors

6

Kibotu · 17h ago

A complete walkthrough of Lakera Gandalf's prompt injection challenge. The hardest part isn't the jailbreak — it's watching the same tricks work every time. https://gist.github.com/kibotu/fa4a0343a4e972e64c65a3f97c665b23

#ai-safety #ctf #gpt #jailbreak #lakera-gandalf #llm-security #prompt-injection #red-teaming

Beating Lakera AI Gandalf (https://gandalf.lakera.ai)

Beating Lakera AI Gandalf (https://gandalf.lakera.ai) · GitHub

Gist

4

Kibotu · 18h ago

If your prompt injection knowledge tops out at 'ignore previous instructions,' this covers the full landscape. Worth the read. https://gist.github.com/kibotu/c06f54d6fbc4705e886a50fb2e59e6ae

#adversarial-attacks #ai-safety #cybersecurity #jailbreak #large-language-models #llm-security #prompt-injection #red-teaming

Prompt Injection & Jailbreak Techniques — Comprehensive Reference

Prompt Injection & Jailbreak Techniques — Comprehensive Reference · GitHub

Gist

4

Kibotu · 19h ago

ChatGPT's content filters have a blind spot. One prompt generates violent imagery with no jailbreak or exploit—just a question the safety layer wasn't looking for. https://mindgard.ai/blog/chatgpt-spontaneously-generated-violent-images-from-a-viral-prompt

#ai-ethics #ai-safety #ai-security #chatgpt #content-moderation #llm #vulnerability

ChatGPT Spontaneously Generates Sexual Violence and Hardcore Snuff Imagery - Mindgard

Viral prompt shows that ChatGPT’s content filters don’t work

mindgard.ai

4

Kibotu · 19h ago

Image compression exploits your visual system's blind spots to discard what you won't notice. You can't tell the difference. That is the entire trick. https://www.makingsoftware.com/chapters/image-compression

#compression #graphics #human-vision #image-compression #optimization #perception #software-engineering #visual-psychophysics

Making Software: Image compression.

Exploiting the quirks of human vision to make images smaller, without looking awful.

makingsoftware.com

4

Kibotu · 1d ago

Git chokes on large binaries. Lore doesn't. Epic Games' open-source VCS handles code and assets at scale — same repo, no gymnastics. https://lore.org/

#binary-assets #epic-games #game-development #git-alternative #lore #open-source #scalability #version-control

Learn about Lore: next-generation open source version control

Maintained by Epic Games, Lore is designed for unprecedented scalability of both data and teams. It’s optimized for projects that combine code with large binary assets.

Lore

5

Kibotu · 1d ago

Asked ChatGPT to illustrate my interests from our history. The accuracy was uncomfortable but fair. Worth a look. https://www.reddit.com/r/ChatGPT/s/99GfBuihiE

#ai #ai-art #chatgpt #generative-ai #gpt #image-generation #openai #reddit

I asked ChatGPT to generate an image based on what I like to generate or talk about. I feel attacked.

71 votes, 80 comments. 12M subscribers in the ChatGPT community. Subreddit to discuss ChatGPT and AI. Not affiliated with OpenAI. Thanks, Nat!

5

Kibotu · 2d ago

Twenty-five distinct designs from one simple algorithm: Perlin flow fields. A nice reminder that constraints breed creativity. https://sighack.com/post/getting-creative-with-perlin-noise-fields

#algorithm #creative-coding #design #flow-fields #generative-art #perlin-noise

Getting Creative with Perlin Noise Fields

TL;DR: I made twenty five different designs using only Perlin flow fields, a simple generative algorithm. Scroll down to see the results.

Sighack

5

Kibotu · 2d ago

iOS has defaulted to HEIC since 2017. 63% of our users upload photos most browsers can't display. This benchmarks JS libraries that decode them. https://kibotu.net/check24/jenkins/js-heic-library-comparison-2026

#browser-compatibility #file-upload #heic #image-format #ios #javascript #web-development

HEIC Library Comparison

Apple made HEIC the default photo format in iOS 11 (2017). Every iPhone since then shoots HEIC by default. Our user base is 63% iPhone. When those users try to upload a profile picture during onboarding, they are sending us a file format most browsers cannot decode.

kibotu.net

4

Kibotu · 2d ago

Media processing in Go. Like Unix pipes, but with interfaces and type safety. Simple where it counts. https://github.com/MediaMolder/mediamolder

#framework #github #go #media #media-processing

GitHub - MediaMolder/mediamolder: A media processing framework written in Go.

A media processing framework written in Go. Contribute to MediaMolder/mediamolder development by creating an account on GitHub.

GitHub

5

Kibotu · 3d ago

Desktop AI assistant that hears you, sees your screen, talks to your phone, and automates tasks. Open source. Cyberpunk UI. Worth a look. https://github.com/ArtinSHF/Jarvis-ai-assistant

#ai-assistant #automation #cyberpunk #desktop-app #python #screen-awareness #voice-control

GitHub - ArtinSHF/Jarvis-AI-Assistant: An AI-powered desktop assistant with voice control, screen awareness, mobile connectivity, automation tools, and a cyberpunk-inspired interface.

An AI-powered desktop assistant with voice control, screen awareness, mobile connectivity, automation tools, and a cyberpunk-inspired interface. - ArtinSHF/Jarvis-AI-Assistant

GitHub

4

Kibotu · 3d ago

Screen toys from Gavin Shapiro. Playful without being pointless. Worth a click. https://screen.toys/

#creative-coding #interactive #screen-toys #visual-art #web-animation

screen toys

screen.toys

6

Kibotu · 4d ago

Strip the JavaScript, keep the content, read it offline. The web's best feature is still text. https://github.com/tamnd/kage

#javascript-stripping #offline-viewing #static-site #web-archiving #web-scraping #website-mirroring

GitHub - tamnd/kage: Shadow any website for offline viewing, with the JavaScript stripped out

Shadow any website for offline viewing, with the JavaScript stripped out - tamnd/kage

GitHub

8

Kibotu · 5d ago

Data documentation is a team sport most teams are bad at. OKF gives them a shared playbook. https://cloud.google.com/blog/products/data-analytics/how-the-open-knowledge-format-can-improve-data-sharing/

#big-data #collaboration #data-analytics #data-sharing #google-cloud #open-knowledge-format #standardized-documentation

How the Open Knowledge Format can improve data sharing | Google Cloud Blog

Learn how the Open Knowledge Format helps secure data sharing and improves collaboration across teams with standardized documentation.

Google Cloud Blog

8

Kibotu · 5d ago

Puts a ray-traced black hole in your terminal. It grows as Claude Code's context fills. A fresh session keeps it in the corner. A full one gives it half the screen. https://github.com/s0xDk/ghostty-blackhole

#animation #blackhole #claude-code #ghostty #open-source #ray-tracing #terminal #visualization

GitHub - s0xDk/ghostty-blackhole: Ghostty Blackhole puts a real, ray-traced black hole inside your terminal. It grows as Claude Code's context window fills up, live. A fresh session is a quiet hole in the corner. A full one swallows half your screen. You'

Ghostty Blackhole puts a real, ray-traced black hole inside your terminal. It grows as Claude Code&#39;s context window fills up, live. A fresh session is a quiet hole in the corner. A full one...

GitHub

7

Kibotu · Jun 11

One railway line in 1872. Over 9,000 stations today. This map animates 150 years of Japanese rail growth. Worth a scroll. https://jivx.com/eki?year=1989

#data-visualization #history #interactive-map #japan #japanese-railways #railways #trains #transportation