VULTR AGENT RUSH · BLAST RADIUS ZERO

Ask the data.
Watch it work.

LinkOps turns a plain-language CSV question into an executable analysis. Vultr Inference writes the plan and Python; a fresh, disposable container runs it without network access and returns the real result.

01 · PlanVultr Serverless Inference
02 · WriteReadable Python is shown
03 · ExecuteDisposable Docker sandbox
04 · VerifyResults come from the run

Give the agent a task

Ask about totals, trends, comparisons, or outliers.

01 / INPUT
Data handling: the uploaded CSV is not saved in the app database or request logs. The disposable task volume is removed after each run.
Prove the boundary

A fixed, non-destructive check tries network access and a write outside the task workspace inside a disposable container.

Run workspace

READY
The server is planning, executing, and explaining this run. It may take up to a minute.
Plan
Write code
Run sandbox
Explain output
⤴
Your result, executed code, and chart will appear here.
Start with the sample CSV to see the full flow.

EXECUTED ANALYSIS

    Chart generated from the sandboxed CSV analysis

    Sandbox output

    Python executed in the sandbox

    
              
    
              
    NetworkDisabled
    Memory512 MB cap
    Time15 sec limit
    LifecycleVolume removed