Specialized Domain: Software Development

Help AI write better code

Review code examples, test logic, and help early-stage models output cleaner code.

Core Deliverables

We need programmers to review code templates, find logic errors, and write correct code examples.

What you'll actually do

01

Code Review & Audit

Check generated code for errors, check syntax, and verify code works correctly.

02

Find logic errors

Write prompts to find where models fail, and document how they can be improved.

Onboarding Path

How it works

1

Diagnostic Test

Verify your credentials and complete a 15-minute diagnostic test in Software Development.

2

Choose Projects

After diagnostic verification, browse open workspaces on your calibration center.

3

Weekly Payments

Conduct quality reviews, keep track of task approvals, and transfer payments weekly.

Task Workbench

Typical workflow preview

Review models' attempts, point out factual or code-logic issues, and submit a corrected text prompt back to the frontier workspace.

WORKBENCH_PREVIEW // CODING_DEV
1. Subject Text Prompt
Implement an O(log N) algorithm to find the single element in a sorted array where every other element appears twice.
2. Model Proposed Code (Python)
def singleNonDuplicate(nums):
    left, right = 0, len(nums) - 1
    while left < right:
        mid = (left + right) // 2
        if mid % 2 == 1:
            mid -= 1
        if nums[mid] == nums[mid + 1]:
            left = mid + 2
        else:
            right = mid
    return nums[left]
3. Evaluator Verdict

Verified binary search boundaries and correct logic.

Focus Areas

Where AI models need you most

Frontier LLMs frequently breakdown during subtle reasoning and technical validation. These represent key focus vectors.

Code analysis

Reviewing time complexity and recursion steps.

Syntax checking

Checking for typing errors, pointer usage, and syntax rules.

API review

Verifying correct API requests and formats.

Basic security checking

Checking for simple security flaws like injection vulnerabilities.

Support

Common Questions

Work with us on your own terms

Join our global subject-matter community training early-stage AI models on a flexible contract schedule.