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GPT-5.4-mini Code Review Triage (Mini Tier)
x402
GPT-5.4-mini Code Review Triage (Mini Tier) is a paid API for AI agents from gpt55.558686.xyz, paid per call via x402, $0.003232/call, status unknown (last checked 2026-09-15).
Performs fast AI-powered code-review triage to surface obvious bugs, lint risks, and missing tests using a mini-tier GPT model, paid via x402 USDC on Base.
Price / call$0.003232
Success—
StatusUnknown
How this service works
Fast code-review triage for obvious bugs, lint risks, and missing tests. Model tier: mini; upstream model: gpt-5.4-mini. Price is derived from official OpenAI relative token costs with a local margin and floor. Pay up to $0.003232 per request with x402 USDC on Base. Public paid calls are limited to 700000 input characters and 4096 output tokens.
Output
Returns an AI-generated code review identifying obvious bugs, lint risks, and missing test gaps in the submitted code, up to 4096 output tokens. Response is scoped to the provided focus area and language context.
Example use cases
Pre-commit bug detection for pull requests
“Before I submit this PR, can you quickly scan my TypeScript function for obvious bugs and lint issues? Here's what I wrote: `function fetchUser(id: string) { const response = fetch(url + id); return response.json(); }` — just flag anything that would definitely break or cause linting problems, and keep it brief.”
Test coverage gaps in new modules
“I just wrote a new utility module for our payment processing and want a fast sanity check. Can you review this JavaScript code for obvious errors and tell me what test cases I'm probably missing? Here's the snippet: `const processPayment = (amount, cardToken) => { return api.charge(amount, cardToken); }` — focus on test gaps mainly.”
Quick quality check before sharing code
“Can you do a fast AI code review on this Python script I'm about to share with my team? Look for obvious mistakes, lint risks, and anything that jumps out as wrong: `def calculate_total(items): total = 0; for item in items: total += item.price; return total` — just give me the critical issues, nothing exhaustive.”
Technical details
Endpoint
POSThttps://gpt55.558686.xyz/v1/tools/code-review/miniWhen to prefer
Choose this endpoint when you need fast, cheap AI-assisted code review triage for a single code snippet and want structured feedback on bugs, lint risks, and missing tests without running a full static analysis pipeline. Ideal for pre-commit checks, PR triage, or quick sanity checks where cost sensitivity matters and a mini-tier model is sufficient.
Side effects
- Input code exceeds 700,000 character limit — request rejected
- max_tokens exceeds 4096 — validation error
- Empty or missing code field — request rejected
- Payment failure or insufficient USDC balance via x402 — 402 response
- Temperature out of range (0–2) — validation error
- Upstream model unavailable — 5xx error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| code | string | |
| focus | string | |
| language | string | |
| max_tokens | integer | |
| temperature | number |
Tags
x402
Reviews
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Zero review prompt (fires after every successful call)
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