Dawncoral

Pick the right models. Give them the right infrastructure. Curated inference for open-weight models; auditable memory for agents. We write down what actually happens.

Sydney Joined on Oct 13, 2026 https://wallabytoken.com

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Building Wallaby — a curated inference layer for open-weight models

Dawncoral

Oct 23

The Model Is Not the Bottleneck. The Routing Is.

#ai #agents #architecture #llm

5 min read

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Dawncoral

Oct 22

Memory Is Not Written. It's Audited.

#ai #agents #productivity #opensource

6 min read

Dawncoral

Oct 19

Why your AI agent's memory says it saved but didn't

#ai #llm #agents #debugging

9 min read

Dawncoral

Oct 18

Your skill file is too big: the 6KB line, measured

#ai #llm #agents #promptengineering

6 min read

Dawncoral

Oct 14

We open-sourced the tool that failed its own kill rule

#opensource #ai #agents #mcp

12 min read

Dawncoral

Oct 14

How to run Kimi K3 in the Vercel AI SDK — one npm package, two lines of code

#ai #typescript #vercel #llm

4 min read

Dawncoral

Oct 13

Pick the right models. Give them the right infrastructure

#ai #opensource #agents #llm

2 min read

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Dawncoral

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The Model Is Not the Bottleneck. The Routing Is.

Want to connect with Dawncoral?

Memory Is Not Written. It's Audited.

Why your AI agent's memory says it saved but didn't

Your skill file is too big: the 6KB line, measured

We open-sourced the tool that failed its own kill rule

How to run Kimi K3 in the Vercel AI SDK — one npm package, two lines of code

Pick the right models. Give them the right infrastructure