Good AI Task

AI compatibility

Writing Express upload middleware with tests is a clean win for a code agent.

Good fit

AI can handle this.

Average across 1 submission.

88
avg / 100

The honest read

This is a well-scoped, concrete coding task with crisp success criteria: a MIME whitelist, a 50 MB cap, filename sanitization, and unit tests covering named edge cases. AI code agents handle this class of Express middleware work reliably, and the output is fully reviewable before deployment. The main risk is subtle security gaps in the sanitization logic, which a developer should audit before merging.

Aggregated across 1 submission.

The five dimensions

Repeatability

High

The task is structurally identical every time: write middleware functions and corresponding tests against fixed, enumerated requirements. No unique judgment is needed per instance.

Ambiguity Tolerance

High

Success criteria are explicit — MIME whitelist validation, 50 MB limit, path traversal sanitization, and edge-case tests. An agent can verify its own output against these criteria without human interpretation.

Data & Tool Availability

High

The agent needs only the existing Express/Node.js codebase and standard npm packages (multer, mime-types, jest). No external APIs, credentials, or live systems are required to write and test the code.

Error Cost

Medium

Security middleware errors could leave the API exposed to path traversal or MIME spoofing attacks, but the code is reviewed before deployment and the task itself is adding protection, not removing it. A human security review before merging keeps risk manageable.

Human Judgment Required

Low

The whitelist contents and size limit are given; no taste or policy judgment is needed. A developer should audit the sanitization regex for edge cases, but the core implementation requires no human intuition.

What an agent would need

  • Access to the existing Express API codebase or a representative scaffold to write compatible middleware
  • A defined MIME type whitelist (images, PDFs, documents — agent can propose a reasonable default if not specified)
  • Node.js environment with npm to install dependencies like multer, mime-types, and a test runner like jest
  • Ability to write and run unit tests locally or in CI to verify edge cases pass
  • Clear deployment or PR process so a human developer can review the security-sensitive sanitization logic before merge

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