The Widget Factory is the quality assurance division of Idler (YC S25), ensuring coding problems meet research-grade standards for AI training.
idleXperts is idler's quality assurance network — the part-time, remote contributors ("experts") who review idler's reinforcement-learning environments before they're delivered to customers. Experts are the last check between what engineering builds and what a customer receives: they confirm a task is solvable as given, confirm the grading actually tests the right thing, and flag anything that would make the task unfair or ambiguous to an AI model attempting it.
We're building a dedicated bench of cybersecurity reviewers to QA our defensive-security and infrastructure-security RL environments: detection-engineering tasks, incident-response and root-cause-analysis tasks, cloud/IAM misconfiguration tasks, and digital-forensics tasks. You'll work through environments we've already built and tell us whether they're fair, correct, and ready to ship.
Part-time, flexible-hours contract work; we'll scope weekly workload directly with you.
Share your resume/LinkedIn plus any relevant certifications, write-ups, or portfolio material. We'll follow up with a short, paid sample review (one task, roughly 30–45 minutes) before starting regular work.
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