Notes on AI, tools, and tech.
A Codex session that ends well and one that ends in a mess start the same way. Same model, same repo, same person. The difference shows up a week later. That gap is not about prompts. It is about how you set the project up before any code exists, and how you hand work to … 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’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
A screenshot started making the rounds in AI circles over the past couple of days. It shows a recruitment notice for a closed beta of something called DeepSeek Harness. According to the image, the tool is set to begin internal testing later this week. The first batch of users will be selected from small private … Read more
The hype around Prime Agent is getting ridiculous. People are calling it the next step toward AGI. Some claim that with Opus 5, it scores 95.5% on ARC-AGI-3, beating the human expert baseline of 95.4%. That’s a big number. But I kept reading the same talking points everywhere — “RLM,” “Continual Harness,” “prompt-as-a-variable” — and … Read more