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Qwen3.6-35B-A3B on my laptop drew me a better pelican than Claude Opus 4.7
For anyone who has been (inadvisably) taking my pelican riding a bicycle benchmark seriously as a robust way to test models, here are pelicans from this morning’s two big model …
Codex for almost everything
The updated Codex app for macOS and Windows adds computer use, in-app browsing, image generation, memory, and plugins to accelerate developer workflows.
We gave an AI a 3 year retail lease and asked it to make a profit
We signed a 3 year lease and gave it to an AI
Claude Opus 4.7
Claude Opus 4.7 is now generally available, with notable gains over Opus 4.6 in advanced software engineering and the most difficult tasks.
Qwen3.6-35B-A3B: Agentic coding power, now open to all
Qwen offers comprehensive functionality spanning chatbot, image and video understanding, image generation, document processing, web search integration, tool utilization, and artifacts.
The future of everything is lies, I guess: Where do we go from here?
This is a long article, so I've broken it up into a series of posts, listed below. You can also read the full work as a PDF or EPUB .
Cloudflare Email Service
Agents are becoming multi-channel. That means making them available wherever your users already are — including the inbox. Today, Cloudflare Email Service enters public beta with the infrastructure layer to make that easy: send, receive, and process email natively from your agents.
Cloudflare's AI Platform: an inference layer designed for agents
We're building AI Gateway into a unified inference layer for AI, letting developers call models from 14+ providers. New features include Workers AI binding integration and an expanded catalog with multimodal models.
Artifacts: Versioned storage that speaks Git
Give your agents, developers, and automations a home for code and data. We’ve just launched Artifacts: Git-compatible versioned storage built for agents. Create tens of millions of repos, fork from any remote, and hand off a URL to any Git client.
Updating Gun Rocket through 10 years of Unity Engine
Join me as I update a project through 10 years of Unity editors. Along the way I will talk about my process, Unity tips and tricks, and the tech changes of Unity Engine - several of which I observed firsthand while working at Unity.
Codex Hacked a Samsung TV
We gave Codex a foothold. It popped a root shell.
I learned Unity the wrong way
I spent 3 years building Unity games by copying tutorials and stitching forum scripts together. Then an interviewer asked me what Queue<T> was. I could not answer.
Internet Protocol Version 8 (IPv8)
Internet Protocol Version 8 (IPv8) is a managed network protocol suite that transforms how networks of every scale -- from home networks to the global internet -- are operated, secured, and monitored. Every manageable element in an IPv8 network is authorised via OAuth2 JWT tokens served from a local cache. Every…
The local LLM ecosystem doesn’t need Ollama
Ollama gained traction by being the first easy llama.cpp wrapper, then spent years dodging attribution, misleading users, and pivoting to cloud, all while riding VC money earned on someone else's engine. Here's the full history, and why the alternatives are better.
The simple geometry behind any road
How does the geometry of a road unfold?
Tailscale-rs: Official Rust library for embedding Tailscale
We've launched an experimental Rust library for Tailscale via tsnet. Help test tailscale-rs and shape it with your feedback.
I made a terminal pager
A writeup on implementing my own terminal viewport component in Go, which is used in my Terminal pager robinovitch61/lore and in my Kubernetes log viewer terminal application robinovitch61/kl.
AI-assisted cognition endangers human development?
Does AI-assisted cognition threaten human development? Explore the risks of AI-assisted thinking and learn strategies to use AI tools without freezing your critical thinking.
Google broke its promise to me – now ICE has my data
In 2025, Google gave Amandla Thomas-Johnson's data to ICE without giving him the chance to challenge the subpoena, breaking a nearly decade-long promise to notify users before handing their data to law enforcement.
The Gemini app is now on Mac
Google is bringing the Gemini app to macOS as a native desktop experience.
CPUs Aren't Dead. Gemma2B Out Scored GPT-3.5 Turbo on Test That Made It Famous
Gemma 2B scored ~8.0 on MT-Bench. GPT-3.5 Turbo scored 7.94. An 87-times-smaller model on a laptop CPU, no GPU anywhere in the stack. We published the full tape — every question, every turn, every score — so anyone can verify it. We found seven failure classes. Not hallucinations. Specific patterns: arithmetic where…
Prove you are a robot: CAPTCHAs for agents
How we built a reverse-CAPTCHA for agents, and what we learned.
Introducing: ShaderPad
Riley J. Shaw is a programmer and designer. Rooted in repair and craft, he creates transparent, remixable tools for a sustainable and accessible future.
Mechanical Keyboard Sounds – A listening Museum
36 mechanical keyboards. Click. Type. Listen. From IBM Model M (1985) to modern thocky customs.
Open Source Isn't Dead
AI has changed vulnerability discovery, but closing source code does not remove the attack surface. Continuous AI defense is the better response.
Cal.com is going closed source
Cal.com goes closed source after 5 years. Here’s why rising AI-driven security risks and vulnerability discovery are forcing us to protect customer data.
It's cool to care (2025)
Caring deeply – about art, my friends, and shared experiences – has brought me so much joy.