Protect your coding interviews.

Cluely is invisible on screen share. Interview Coder has no window. Parakeet AI whispers through an earpiece. Zero Assist monitors the OS process layer — the only place these tools cannot hide.

How do AI tools cheat without being seen?

The tools that actually undermine coding interview integrity are not the ones an interviewer can see on a screen share. They are tools specifically engineered to have no visible presence — GPU overlays that render outside the capture region, background processes with no window, and audio assistants that operate entirely through sound.

Interview Coder runs as a background desktop process with no visible window. It intercepts the coding question and returns AI-generated solutions that the candidate types manually. On a screen share, this is completely undetectable by observation. Zero Assist catches it by its OS process signature the moment it starts.

GPU overlays render outside the screen capture region. The candidate sees the full AI-generated solution on their display; the interviewer's screen share shows a clean editor. Detected at the process layer — not by what appears on screen.

Listens through the microphone, processes the question via AI, and delivers the answer through an earpiece. No window, no browser tab, no screen presence of any kind. Detected by OS process monitoring and microphone access flags.

Blackbox AI, Phind, or ChatGPT open in a browser tab candidates keep off-screen. Detected via UIA URL extraction — Zero Assist reads the actual live URL, not just the visible tab title.

A second person operates the machine remotely while the candidate appears to be coding. VM and RDP detection identifies this before the session begins.

WebSocket push to the interviewer dashboard the moment any tool is detected — with process name, severity level, and timestamp.

What screen sharing cannot catch.

Technical assessment integrity questions answered.

Know your hires actually know their code.

Zero Assist detects Cluely, Interview Coder, Parakeet AI, and 20+ other hidden AI tools during live coding interviews — at the OS level, in real time.

Zero Assist protects technical assessment integrity by detecting hidden AI tools during live coding interviews. Tools like Cluely, Final Round AI, Interview Coder, and Parakeet AI have no visible window and are completely invisible on a screen share. Zero Assist monitors the OS process list directly and alerts interviewers in under 500 milliseconds when any of these tools is detected.

What Is Technical Assessment Integrity?

Technical assessment integrity means ensuring candidates complete coding interviews using only their own knowledge. The real threat is not tools an interviewer can observe — it is tools engineered to have no visible presence: GPU overlays that render outside the screen capture region, background processes with no window, and audio assistants that deliver code answers through an earpiece. These cannot be seen by any human observer regardless of how carefully they watch the screen share.

How Do AI Tools Cheat Without Being Visible on Screen Share?

Cluely and Final Round AI render as GPU overlays outside the screen capture region — the candidate sees the AI-generated solution, the screen share shows a clean editor. Interview Coder runs as a stealth background process with no visible window, intercepting the question and returning AI code silently. Parakeet AI listens through the microphone and delivers answers via earpiece — no screen presence of any kind. All three require OS-level detection; screen observation alone cannot catch them.

What Hidden AI Tools Does Zero Assist Detect in Coding Interviews?

Zero Assist detects Cluely, Final Round AI, Interview Coder, Parakeet AI, LockedIn AI, Sensei Copilot, Blackbox AI, Phind, ChatGPT desktop, and 15+ additional tools by their OS process signatures. Detection does not depend on what is visible on screen — it operates at the process layer where these tools cannot hide.

Frequently Asked Questions

What is technical assessment integrity?

Technical assessment integrity means ensuring candidates complete live coding interviews and technical assessments using only their own knowledge. The real threat today is not visible tools the interviewer can spot — it is stealth AI tools that have no window, render outside the screen capture region, or deliver answers through audio. These cannot be seen by the interviewer even with full screen sharing active.

How do AI tools cheat on live coding assessments without being visible?

Stealth overlay tools like Cluely and Final Round AI render AI-generated code directly on the candidate's screen as a GPU overlay. This overlay is invisible to screen capture software — the interviewer's screen share shows nothing while the candidate reads the answer. Audio tools like Parakeet AI listen through the microphone and deliver answers via an earpiece. Interview Coder runs as a background desktop process with no visible window. None of these have any visual trace detectable by a human observer.

What AI tools does Zero Assist detect during technical interviews?

Zero Assist detects Cluely, Final Round AI, Interview Coder, Parakeet AI, LockedIn AI, Sensei Copilot, Blackbox AI, Phind, ChatGPT desktop, and 15+ additional tools — 24+ in total. Detection is based on OS process signatures, not visual observation, so it catches tools regardless of whether they have a visible window.

Does Zero Assist work with HackerRank, Codility, or CoderPad?

Zero Assist runs alongside any coding platform. It is not integrated into the assessment platform itself — it monitors the candidate's machine at the OS level regardless of which platform is in use. The interviewer accesses the Zero Assist dashboard separately while the candidate completes the assessment.

What happens when Zero Assist detects an AI tool during a coding assessment?

A real-time alert fires to the interviewer dashboard the moment the tool is detected. The alert shows the process name, risk severity (High, Medium, or Low), and exact timestamp. After the session, a full forensic report documents everything observed — available for download for candidate disputes or hiring compliance review.