Trail - Public Entries

Kibotu · 2h ago

JavaScript's type coercion oddities, collected in one interactive page. Click, wince, and remember you're not alone. https://kibotu.net/check24/jenkins/js-wat-playground/

#javascript #programming #type-coercion #wat

JS WAT — a type coercion support group

kibotu.net

4

Kibotu · 2h ago

Stemdeck pulls stems from any song using local ML. Isolate vocals, drums, bass, piano, and guitar for practice or remixing. No cloud, no account, no nonsense. https://github.com/stemdeckapp/stemdeck

#audio-processing #machine-learning #music-production #musicians #open-source #remixing #stem-extraction #vocal-isolation

GitHub - stemdeckapp/stemdeck: Stemdeck is an modern stem extraction platform for musicians,producers and hobbyists, designed to isolate vocals, drums, bass, piano and guitar for practice, transcription, remixing, and creative audio workflows through a mo

Stemdeck is an modern stem extraction platform for musicians,producers and hobbyists, designed to isolate vocals, drums, bass, piano and guitar for practice, transcription, remixing, and creative ...

GitHub

3

Kibotu · 3h ago

AI is quietly reshaping how we build software. The 2026 State of AI survey measures what's actually shifting—tools, practices, sentiment. Worth a look. https://2026.stateofai.dev/en-US

#ai #artificial-intelligence #developer-survey #state-of-ai-2026 #tech-industry

State of AI 2026

Whether you're pro- or anti-AI, I think most of us agree that AI is having a huge impact on our work as developers, and beyond that, on the world at large.

2026.stateofai.dev

2

Kibotu · 19h ago

Straightforward comparison of two local AI agent frameworks on Qwen 35B. Hermes vs OpenClaw with actual results. Good data point if you're shopping for a harness. https://www.reddit.com/r/Qwen_AI/comments/1tf5bge/hermes_agent_vs_openclaw_using_qwen_35b/

#ai-agents #hermes-agent #llm-comparison #local-ai #open-source-llm #openclaw #qwen

Hermes Agent vs OpenClaw using QWEN 35B

94 votes, 10 comments. The idea was to compare popular harnesses running on the local ai models. We took Hermes and OpenClaw, connected them to QWEN…

2

Kibotu · 21h ago

Pushes AI ethics scenarios until they fail. The result is a map of where compliance breaks under pressure. https://dystopiabench.com/

#ai-alignment #ai-compliance #ai-ethics #ai-safety #benchmark #red-teaming #research

DystopiaBench - AI Ethics Stress Test

A research benchmark for AI compliance under dystopian escalation scenarios.

DystopiaBench

2

Kibotu · 2d ago

A quantized Qwen 3.6 goes toe-to-toe with frontier models on a bare-bones HTML canvas task. GIFs included. The gap is narrowing. https://www.reddit.com/r/LocalLLaMA/s/lZ4CvBfgFe

#animation #benchmarking #coding #html-canvas #llm-comparison #local-llm #quantized-models #qwen

Local Qwen 3.6 vs frontier models on a coding primitive: single-file HTML canvas driving animation - results and GIFs

56 votes, 21 comments. Saw this post comparing Qwen 3.6 variants on coding primitives, so I wanted to see how local quants stack up against frontier…

7

Kibotu · 3d ago

Dograh is an open-source voice agent platform that doesn't come with a phone-home requirement. Real-time, self-hosted, and refreshingly vendor-independent. https://github.com/dograh-hq/dograh

#agent-platform #open-source #realtime-voice #voice-agent #voice-assistant #voice-platform

GitHub - dograh-hq/dograh: Open Source Voice Agent Platform

Open Source Voice Agent Platform. Contribute to dograh-hq/dograh development by creating an account on GitHub.

GitHub

9

Kibotu · 4d ago

Your browser just became an OSINT terminal. Flights, satellites, Nmap, WHOIS — 20+ live feeds in one open-source dashboard. https://www.osirisai.live/?lat=20.0000&lon=0.0000&zoom=2.50&layers=earthquakes%2Cday_night

#dns #live-tracking #mapping #network-scanner #nmap #open-source #osint #whois

🛰️ OSIRIS — Open Source Palantir Alternative | Live Tracking + OSINT Tools

Track 10K+ flights, satellites & CCTV worldwide. Run Nmap, DNS, WHOIS scans from your browser. 20+ live intel feeds. Free & open source.

OSIRIS

18

Kibotu · 5d ago

A Japanese cooking principle as an antidote to AI fatigue. Surprisingly practical, well worth the read. https://www.devas.life/what-a-japanese-cooking-principle-taught-me-about-overcoming-ai-fatigue/

#ai-fatigue #burnout #content-creation #creativity #developer-wellbeing #japanese-cooking #mental-health #self-care

What a Japanese cooking principle taught me about overcoming AI fatigue

Hey, what's up? It's Takuya. I've been thinking about how to live well in this AI era as a developer, content creator, and artist. By “living well,” I mean enjoying the act of creating while maintaining good mental health. I imagine many of my readers are also wondering how to

Takuya Matsuyama

14

Kibotu · 5d ago

Single photo to pixel-aligned 3D. Each vertex corresponds to a real pixel - no guessing. SIGGRAPH 2026. Open source. https://github.com/TencentARC/Pixal3D

#3d-generation #computer-vision #deep-learning #generative-ai #image-to-3d #neural-rendering #pytorch #siggraph

GitHub - TencentARC/Pixal3D: [SIGGRAPH 2026] Pixal3D: Pixel-Aligned 3D Generation from Images

[SIGGRAPH 2026] Pixal3D: Pixel-Aligned 3D Generation from Images - TencentARC/Pixal3D

GitHub

7

Kibotu · 5d ago

Forgejo: self-hosted Git hosting that just works. Forked from Gitea, now its own thing. Lightweight, AGPLv3+, no surprises. https://codeberg.org/forgejo/forgejo

#codeberg #devops #forgejo #git #gitea #open-source #self-hosted #version-control

forgejo

Beyond coding. We forge.

Codeberg.org

13

Kibotu · 5d ago

Building with Claude? May 6 in SF: keynotes, workshops, live demos from Anthropic. https://claude.com/code-with-claude/san-francisco?utm_campaign=40539426-2026.05.06-Event-Code-with-Claude-Livestream

#ai-assisted-development #anthropic #code-with-claude #event #keynotes #live-demos #san-francisco #workshops

Code with Claude San Francisco — May 6, 2026

Keynotes, workshops, and live demos with the Anthropic team. Explore the future of AI-assisted development in San Francisco.

Claude

16

Kibotu · 6d ago

Most Docker dashboards guess at memory. ContainerFlow measures it. Real-time metrics, Discord alerts, config suggestions. AGPL-3.0. https://www.reddit.com/r/coolgithubprojects/comments/1ta8kak/typescript_containerflow_realtime_docker/

#dashboard #devops #docker #monitoring #open-source #typescript

[TypeScript] ContainerFlow - Real-time Docker dashboard with accurate memory monitoring, Discord alerts, and config recommendations

94 votes, 17 comments. Open-source real-time Docker dashboard I just released (AGPL-3.0). Visualizes all your containers and their connections in an…

18

Kibotu · May 11

Fused KV dequant into flash attention's inner loop. 82+ tok/s lossless 4-bit at 262K on a 4090. Clean hack, nobody shipped it sooner. https://indrasmirror.au/blog-mtp-shared-tensors-200k

#flash-attention #gpu-inference #kv-cache #llm-optimization #machine-learning #quantization #rtx-4090 #transformer

Fused TBQ4 Flash Attention: 80-87 tok/s with Lossless 4-bit KV at 262K Context

We fused quantized-KV dequant directly into the flash attention inner loop — something nobody else has done. 82+ tok/s on RTX 4090 with 4.25 bpv lossless KV compression.

Indra's Mirror

19

Kibotu · May 11

AI uplift on old tasks, new tasks, and in value aren't interchangeable. Task substitution is why. https://metr.org/blog/2026-05-08-task-substitution-and-uplift/

#ai-impact #ai-metrics #ai-research #ai-uplift #artificial-intelligence #metr #task-performance #task-substitution

Task Substitution and Uplift

We distinguish three measures of AI uplift -- on old tasks, on new tasks, and in value -- and show that task substitution can cause these to diverge substantially.

METR

21

Kibotu · May 10

Agent harness for Claude Code, Codex, Opencode, Cursor. Skills, instincts, memory, security — all performance-focused, research-first, and refreshingly free of nonsense. https://github.com/affaan-m/everything-claude-code

#agent-harness #ai-agents #claude-code #codex #cursor #developer-tools #opencode #performance-optimization

GitHub - affaan-m/everything-claude-code: The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. - affaan-m/everything-cla...

GitHub

16

Kibotu · May 7

Test runner for AI agent skills. Cuts through the demos to measure what agents actually do. https://github.com/darkrishabh/agent-skills-eval

#agent-skills #ai #benchmark #evaluation #github #test-runner #testing

GitHub - darkrishabh/agent-skills-eval: A test runner for agentskills.io-style AI agent skills

A test runner for agentskills.io-style AI agent skills - darkrishabh/agent-skills-eval

GitHub

22

Kibotu · May 6

Qwen 3.6 at 35B parameters, quantized to GGUF by Unsloth. Handy to browse the repo layout before pulling down a multi-gigabyte model. https://hfviewer.com/unsloth/Qwen3.6-35B-A3B-GGUF

#artificial-intelligence #gguf #hugging-face #large-language-model #natural-language-processing #qwen #transformer #unsloth

unsloth/Qwen3.6-35B-A3B-GGUF • Hugging Face Viewer

Open unsloth/Qwen3.6-35B-A3B-GGUF in the interactive Hugging Face Viewer.

hfviewer.com

16

Kibotu · May 6

A satirical GitHub contribution graph. Red squares track platform outages instead of commits. Honestly, some repos would look identical. https://red-squares.cian.lol/

#contribution-graph #data-visualization #developer-humor #github #github-outages #open-source #outage-tracker #satirical

Red Squares — the GitHub outage graph

A satirical contribution graph: red squares track GitHub.com platform outages instead of green squares tracking commits.

red-squares.cian.lol