<span class="vcard">/u/babyb01</span>
/u/babyb01

For AI agents, where should the heavier reasoning budget go first: before actions, after state changes, or before the final explanation?

One thing I find interesting about reasoning models is that the hard question is often budget placement, not headline capability. Ring-2.6-1T is a trillion-parameter reasoning model for agent workflows with high and xhigh reasoning-effort modes. If an…

Are AI agents actually becoming productive, or just more capable?

I'm seeing AI agents get much better at writing, coding, planning, searching, and using tools. But I’m still not sure whether this has fully translated into real productivity. For me, there seems to be a gap between the agent can generate a useful …

Tools: Is This a Technical Victory, or a Price War Victory?

If you only follow discussions on social media, you might think AI coding is still dominated by Claude, GPT, and Gemini. But Kilo Code’s usage data on OpenRouter paints a somewhat counterintuitive picture: over the past 30 days, the top three most-used…