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Tenjin: Agents Need Run State (Model Desk)
x402
Tenjin: Agents Need Run State (Model Desk) is a paid API for AI agents from tenjin.blog, paid per call via x402, $0.1/call, status unknown (last checked 2026-09-15).
Fetches the full text of a Tenjin blog article on agent run-state, auditability, and what state agents carry — from the Model Desk series.
Price / call$0.1
Success—
StatusUnknown
How this service works
vLLM, Gemini Managed Agents, Mistral Studio, and Robostral Navigate all pushed the same operational question this week: what state does an agent carry, and who can audit it later?
Output
Returns the full content of the Tenjin blog article, including article text and associated metadata, about agent run state and auditability across vLLM, Gemini Managed Agents, Mistral Studio, and Robostral Navigate.
Example use cases
AI researcher reading agent state article
“Pull up the Tenjin article about what state AI agents carry and who can audit it later — the one covering vLLM, Gemini Managed Agents, Mistral Studio, and Robostral Navigate. The handle is 'model-desk' and the slug is 'model-desk-agents-need-run-state'.”
Agent infrastructure team briefing
“Get me the full text of that Tenjin Model Desk post about agent run state and auditability — I want to share it with my team. The creator handle is 'model-desk' and the article slug is 'model-desk-agents-need-run-state'.”
Developer researching LLM operational patterns
“Retrieve the Tenjin piece that discusses the operational question all those AI frameworks pushed this week — about what state an agent carries. Use handle 'model-desk' and slug 'model-desk-agents-need-run-state'.”
Technical details
Endpoint
GEThttps://tenjin.blog/api/read/model-desk/model-desk-agents-need-run-stateWhen to prefer
Use this endpoint when you specifically want to read the Tenjin Model Desk article on agent run state and auditability, particularly if you are researching how vLLM, Gemini Managed Agents, Mistral Studio, or Robostral Navigate handle operational state. Best for agents that need to retrieve a specific article by its exact handle and slug via a micropayment-gated read.
Side effects
- Article not found if slug or handle is incorrect (404-style error)
- Payment failure if x402 micropayment of 0.1 USDC is not completed
- Handle resolves to unclaimed creator with no payable content
- Using reserved slug 'latest' with a handle instead of wallet address may not be payable
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| inputrequired | object | |
| output | object |
Tags
x402
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