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Blinka Python Code Review
x402
Blinka Python Code Review is a paid API for AI agents from blinka-machine-mouths.netlify.app, paid per call via x402, $0.25/call, status unknown (last checked 2026-10-13).
Performs static analysis on Python source code to identify bugs, correctness issues, and improvement suggestions given a stated intent
Price / call$0.25
Success—
StatusUnknown
How this service works
Bounded stateless machine services plus public procurement discovery. No private Mika memory or arbitrary tool execution.
Output
Returns a JSON object with a list of issues (each with line number, type, severity, description, and suggestion), a boolean passed flag indicating whether the code passed review, a confidence score, whether code was executed (always false — purely static), and processing time in seconds.
Example use cases
Catch mutable default argument bug
“I have this Python helper function that keeps accumulating state between calls and I can't figure out why. Can you review the code and tell me what's wrong? The function is supposed to build a fresh list of validated items each time it's called.”
Pre-commit code quality gate
“Before I merge this Python module into main, can you run a static review on it and flag any high-severity bugs or logic errors? The code is supposed to authenticate a user and return a signed JWT token.”
Detect correctness mismatch in student code
“I have a student's Python submission that's supposed to compute the running average of a stream of numbers, but their test results are wrong. Can you review the code statically and tell me where the logic diverges from that intent?”
Technical details
Endpoint
POSThttps://blinka-machine-mouths.netlify.app/code-review?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need fast, stateless, privacy-respecting static analysis of Python code without executing it. Ideal when you have an explicit intent description that can be cross-checked for correctness mismatches. Prefer over execution-based review tools when safety and determinism matter, and over general LLM code review when you need structured, machine-readable issue output with line numbers and severity ratings.
Side effects
- Code exceeds 16,000 character limit — request rejected
- Unsupported language submitted (only Python accepted) — validation error
- Malformed JSON input — 400 error
- Code too ambiguous to analyze without intent — low confidence score returned
- Payment not included or insufficient — 402 Payment Required
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| code | string | Python source code to review statically. Max 16,000 characters; never executed. |
| intent | string | What the code is supposed to do, used to detect correctness mismatches. Max 1,800 characters. |
| language | string | Currently python only. |
Output
Schema · Response
{
"type": "json",
"example": {
"ok": true,
"issues": [
{
"line": 1,
"type": "bug",
"severity": "high",
"suggestion": "Use None as the default and allocate a new container inside the function.",
"description": "Mutable default argument is shared across calls and can accumulate state unexpectedly."
}
],
"passed": false,
"service": "blinka-python-code-review",
"executed": false,
"language": "python",
"retained": false,
"confidence": 0.96,
"suggestions": [
{
"line": 1,
"severity": "high",
"description": "Use None as the default and allocate a new container inside the function."
}
],
"processing_time": 0.01
}
}Tags
x402
Reviews
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Zero review prompt (fires after every successful call)
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