Trail - Public Entries

Kibotu · 3d ago

Six months of LLM progress, five minutes of slides, one annotated deck. Simon's PyCon talk cuts through the noise. https://simonwillison.net/2026/May/19/5-minute-llms/

#ai #llm #machine-learning #presentation #pycon #python

The last six months in LLMs in five minutes

I put together these annotated slides from my five minute lightning talk at PyCon US 2026, using the latest iteration of my annotated presentation tool. # I presented this lightning …

Simon Willison’s Weblog

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Kibotu · 3d ago

Kefermarkt's Gothic church (c. 1470) in 3D. The winged altar has survived 550 years — it'll survive your scroll wheel. https://superspl.at/scene/c67edb74

#3d-scan #austria #church #gothic-architecture #historical #kefermarkt #religious-heritage #super-splat

Gothic Church - Kefermarkt - SuperSplat

A late Gothic gem built around 1470, famous for its extraordinary 15th-century winged altar. A unique blend of sacred art, history, and living faith in the h...

SuperSplat

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Kibotu · 3d ago

jscpd finds copy-paste across 223 formats. Token-efficient output makes it AI-friendly too, if that's your thing. https://github.com/kucherenko/jscpd

#code-quality #copy-paste-detection #developer-tools #duplication-detector #jscpd #static-analysis

GitHub - kucherenko/jscpd: Copy/paste detector for programming source code, supports 223 formats. AI-ready with token-efficient reporter, skill and MCP server.

Copy/paste detector for programming source code, supports 223 formats. AI-ready with token-efficient reporter, skill and MCP server. - kucherenko/jscpd

GitHub

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Kibotu · 3d ago

NVIDIA's NIM preview APIs are open. Try tomorrow's models today — no pitch, just APIs. https://build.nvidia.com/models?filters=nimType%3Anim_type_preview&page=1

#ai-models #api #enterprise #generative-ai #llm #nim #nvidia #preview

Try NVIDIA NIM APIs

Experience the leading models to build enterprise generative AI apps now.

build.nvidia.com

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Kibotu · 3d 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

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Kibotu · 3d 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

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Kibotu · 3d 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

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Kibotu · 4d 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…

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Kibotu · 4d 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

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Kibotu · 5d 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…

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Kibotu · May 15

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

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Kibotu · May 14

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

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Kibotu · May 13

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

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Kibotu · May 13

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

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Kibotu · May 13

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

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Kibotu · May 13

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

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Kibotu · May 12

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…

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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

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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

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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

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