AI Hedge Fund Research Exchange — Replay Endpoint

x402

AI Hedge Fund Research Exchange — Replay Endpoint is a paid API for AI agents from research.johnnybucks.tech, paid per call via x402, $0.15/call, status unknown (last checked 2026-09-14).

Retrieves a step-by-step replay of a previously executed AI hedge fund research run, returning the run ID and number of steps in the replay sequence.

Price / call$0.15

Seller volume →—

Success—

StatusUnknown

How this service works

Read-only x402 research APIs. No trading, broker, or execution is exposed.

Output

Returns a JSON object containing the run ID (e.g. 'cmr...') and a replay object with a steps field indicating the number of steps in the replayed research run sequence.

Example use cases

Audit a completed research run

“I need to review what happened in research run cmr-xyz789 — can you fetch the replay and tell me how many steps it went through?”

Debug a suspicious analysis trace

“Something looked off in our last hedge fund research job with run ID cmr-def456. Can you pull the replay so I can trace through each step it took?”

Compare step counts across research runs

“Can you retrieve the replay for run cmr-ghi321 so I can see the step count and compare it to what we expected for this type of research workflow?”

Technical details

Endpoint

GEThttps://research.johnnybucks.tech/api/x402/replay

When to prefer

Use this endpoint when you need to inspect or audit a previously completed AI hedge fund research run by stepping through its execution trace. Prefer this over general research endpoints when you already have a run ID and want to review what happened, count steps, or debug a prior workflow — not to initiate new research or execute trades.

Side effects

Invalid or missing run ID returns an error or empty result
Malformed properties parameter may cause a 400 bad request
Run ID not found returns empty or 404 response
Payment not included or invalid x402 payment header returns 402 Payment Required
Rate limiting or quota exceeded returns 429

Input

Schema · Request body

Field	Type	Description
properties	string

Output

Schema · Response

{
  "example": {
    "runId": "cmr...",
    "replay": {
      "steps": 7
    }
  }
}

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Example use cases

Audit a completed research run

“I need to review what happened in research run cmr-xyz789 — can you fetch the replay and tell me how many steps it went through?”

Debug a suspicious analysis trace

“Something looked off in our last hedge fund research job with run ID cmr-def456. Can you pull the replay so I can trace through each step it took?”

Compare step counts across research runs

“Can you retrieve the replay for run cmr-ghi321 so I can see the step count and compare it to what we expected for this type of research workflow?”

Technical details

Endpoint

GEThttps://research.johnnybucks.tech/api/x402/replay

When to prefer

Side effects

Invalid or missing run ID returns an error or empty result
Malformed properties parameter may cause a 400 bad request
Run ID not found returns empty or 404 response
Payment not included or invalid x402 payment header returns 402 Payment Required
Rate limiting or quota exceeded returns 429

Input

Schema · Request body

Field	Type	Description
properties	string

Output

Schema · Response

{
  "example": {
    "runId": "cmr...",
    "replay": {
      "steps": 7
    }
  }
}