AI Lab Notes | ALTOS LAB Journal

Agents SDK— How we build AI systems, product by product.

Wordless visual for Agent Systems: source evidence and release readiness

Agent products need evidence contracts before autonomy

Before an agent does production work, the product has to answer who approves, who reads back, and who can roll back. ALTOS LAB frames OpenAI, GitHub and Cloudflare sources as an operator decision, with a checklist, risk lens and next step.

ColumnAgent Systems4 min read

Abstract audit trail map showing AI agent handoffs, approval checkpoints, and recovery paths

Define the interface contract before you buy any AI agent framework

OpenAI, Anthropic and Google ADK all point to the same operator risk: teams buy agent frameworks before deciding who approves tool calls, what evidence is kept, and where work rolls back.

Column專欄7 min read