Notes on AI, tools, and tech.
I’ve been watching people compare WorkBuddy and Codex for a while now, and honestly? I don’t think they understand what they’re comparing. Here’s the short version: if you’ve used Codex deeply, you’re probably never going to touch WorkBuddy. And that’s fine. WorkBuddy’s actual users are people who never needed Codex in the first place. I’m … Read more
I’ve been watching Google roll out AI products for a while now. Every few weeks, there’s a new announcement. Usually, it’s something technically impressive but feels a bit distant. Like, cool, but am I actually going to use it? Then I tried NotebookLM. And honestly? It’s different. Here’s the thing. Most AI chatbots — ChatGPT, … Read more
I’ve been quietly watching Tencent’s WorkBuddy for a few months. It’s not the flashiest AI tool out there, but the numbers are hard to ignore. Over 20 million desktop visits in June alone. That’s not nothing. Now they’re about to drop Hy4 into it. Here’s the short version: Tencent’s new flagship model, Hy4, was spotted … Read more
DeepSeek Harness just got another update. RC.8 landed two days after RC.7 — and it’s not just a bug-fix release. This one changes how the whole thing works. The short version: DeepSeek Harness is turning into a dispatch layer for AI agents. You give it a task, it works out which agent should handle which … Read more
I’ve been using GitHub Copilot for about a year now. It’s good. Really good. But not everyone wants to pay $10 a month for autocomplete. Some people code once a week. Some are students. Some just want to see if AI-assisted coding actually helps them before committing to a subscription. So I spent the last … Read more
The short version: DeepSeek open-sourced their Agent harness — the scaffolding that turns a raw model into something that actually works in the real world. And they did it in a way that openly admits what everyone in the industry has been quietly realizing: the model itself isn’t the whole story anymore. Honestly? I spent … Read more
Google dropped Gemini 3.7 Flash on August 13. That’s three weeks after 3.6 Flash came out. Three weeks. I had to double-check that date the first time I saw it. Here’s what actually matters: it’s better at coding, better with AI agents, and it costs half of what 3.6 Flash originally cost. That last part … Read more
Microsoft started rolling out the unified Copilot app yesterday, August 14. If you’re using Copilot right now—either the consumer version or the Microsoft 365 one—things are about to look different. Not different in a huge way, though. Let me explain. I’ve been watching this whole Copilot thing since Microsoft first started talking about it. Back … Read more
I’ll be honest — I had high hopes for DeepSeek Harness. When I heard DeepSeek was releasing their first Agent product, I pictured something like Codex or Workbuddy. Maybe a polished desktop app. Or at least a Claude Code-style CLI tool that you could fire up and start using right away. I thought the whole … Read more
DeepSeek dropped something new just yesterday — August 13. Not a model this time, but an agent harness called DeepSeek Harness. They open-sourced it under MIT and put it up on GitHub (https://github.com/deepseek-ai/deepseek-harness). I spun it up last night and spent a few hours with it. Here’s what I found. Wait, I should back up. … Read more