Coding Agent token usage: 235-token default prompt, allowing ~12k tokens before user input. Measured default system prompts across 30 open coding harnesses range from 235 tokens (goose) to 11,974 tokens (Gemini CLI).
Key points
Default system prompt size varies from 235 tokens (goose) to 11,974 tokens (Gemini CLI) across 30 open coding harnesses.
Coding agent can spend ~12k tokens before the user types a word.
Sources
Binance loses $5.7 billion in biggest crypto hack
Binance loses $5.7 billion in biggest crypto hack. It is reported as the largest crypto hack to date.
Key points
Loss: $5.7 billion
Record: largest crypto hack to date
Sources
- Original post
- coindesk.com - Linked in the post
EQUS X personal assistant beta launch with user-owned data
EQUS X personal assistant entered beta; data stays with user and can be shared or withdrawn. The assistant learns how you think, negotiate and solve problems. Sandy Carter says reputation for agents is a hard problem and they have patents on it.
Key points
Data stays yours; you pick who it shares with and can pull it back out.
Patents filed around agent reputation; reputation is described as one of the hardest problems in the stack.
Sources
- Original post
- equs.ai - Linked in the post
- help.x.com - Linked in the post

Canva Brush design editing model announced
Canva Brush is a vision-language model for design editing that reads how elements fit together. It is Canva’s own model for editing designs.
Key points
Brush: Canva’s vision-language model for design editing
Reads how the elements fit together
