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Technical hiring

Protect Engineering Interviews From AI-Assisted And Proxy Work.

Technical interviews are vulnerable to coding copilots, ChatGPT-style assistants, hidden answer overlays, external knowledge sources, remote-control help, and paste-heavy answer workflows. InterviewWatch detects those signals while preserving space for honest candidates to think and code.

SignalsRisk matrixWorkflowFAQ
AI coding assistantHigh
Stack Overflow / docsContext
Large pasteReview
IDE focusExpected

AI coding assistance

Detect browser AI, desktop AI tools, local LLM runners, copilots, and purpose-built interview assistants that can answer live questions.

Proxy and remote control

Flag AnyDesk, TeamViewer, RDP, Chrome Remote Desktop, and patterns that suggest another person is helping drive the session.

Paste patterns

Review large or structured paste events, especially from a known AI source, without reading clipboard content.

Engineering signal

Distinguish legitimate coding behavior from high-risk assistance.

Switching between the meeting app, IDE, terminal, and allowed docs may be normal. Hidden overlays, AI answer tools, remote input, and unexplained paste bursts are different signals.

Expected

IDE, terminal, test runner, meeting app.

Review

AI assistant tab, hidden overlay, remote-control process, large structured paste.

Contextual

Docs or Stack Overflow during an explicitly open-book round.

High risk

Purpose-built interview assistant active during a closed-book live interview.

Workflow

Technical hiring needs both skill signal and integrity signal.

Set rulestools + consentLive codingwork sampleIntegrity layerAI + proxy signalsEngineering reviewskill + trustOpen-book policies can be encoded as context; closed-book violations become review signals.

Before the interview

Set expectations for allowed tools, allowed docs, and interview rules, then capture candidate consent for metadata-only monitoring so the live round starts on clear terms.

After the interview

Review candidate performance alongside the integrity timeline. If risk is elevated but skill appears strong, run a targeted follow-up rather than relying on guesswork.

FAQ

Technical hiring questions.

Can this work for open-book interviews?
Yes. Teams can mark documentation, search, or coding sites as expected for specific rounds while still reviewing AI assistants, overlays, remote control, and paste bursts.
Does InterviewWatch read code typed by the candidate?
No. It focuses on metadata such as timing, process context, device state, and event structure, not the text or code content.
What happens when an alert fires?
The event appears in a report with timestamp, severity, and context. A human reviewer decides whether to proceed, ask follow-up questions, or re-interview.

Protect technical interviews without recording the candidate's screen.

Detect AI assistance, proxy help, paste bursts, and hidden overlays with metadata-only integrity signals.

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