AI Overlay for CodeSignal General Coding Assessment on Mac
CodeSignal is the assessment behind the General Coding Assessment (GCA) that companies like Robinhood, Capital One, and Brex use to triage early-career engineering candidates. Most CodeSignal sessions are async, proctored by webcam and a human review team rather than a live interviewer.
CodeSignal was founded in 2014-2015 by Tigran Sloyan, Aram Shatakhtsyan, and Felix Desroches, originally as CodeFights and rebranded in 2018. The flagship product is the General Coding Assessment, a 70-minute four-question test that produces a Coding Score from 300 to 850 used for hiring triage. Proctoring is layered: ID verification at session start, webcam recording throughout, microphone monitoring, screen-share via getDisplayMedia, plus a Suspicion Score computed from behavioral signals.
Key points
- CodeSignal proctoring requires you to share your entire screen via getDisplayMedia. macOS does not include flagged windows in that stream.
- A human at CodeSignal reviews every proctored session before the score is released.
- Tab switches are logged, but brief switches to documentation are normal and rarely cause a fail verdict.
- Webcam frames are scanned for second devices, multiple faces, and reading from another screen body language.
- The Suspicion Score combines paste events, tab focus, time per task, and webcam anomalies.
- CodeSignal Pre-Screen and Industry Coding Framework tests use the same proctoring surface as the GCA.
How it works
┌── macOS host ─────────────────────────────────┐ │ ┌── Safari/Chrome ─────────────┐ │ │ │ ┌── proctoring extension ─┐ │ │ │ │ │ Browser screen-capture │ │ ← reads │ │ │ │ → exam recording │ │ visible │ │ │ └─────────────────────────┘ │ pixels │ │ └──────────────────────────────┘ │ │ │ │ ┌── LDBypass overlay ──────────┐ ← rendered │ │ │ ChatGPT / Claude / Ollama │ excluded │ │ └──────────────────────────────┘ from cap │ └───────────────────────────────────────────────┘
Compatibility on Mac
| macOS 14 Sonoma+ | Yes (required for window-privacy API) | ✓ |
| Apple Silicon (M1/M2/M3/M4) | Native arm64 build | ✓ |
| Intel Macs (2019+) | Universal binary supported | ✓ |
| CodeSignal GCA (proctored) | Webcam + screen-share, overlay excluded | ✓ |
| CodeSignal Pre-Screen | Same browser proctoring stack | ✓ |
| CodeSignal practice mode | Unproctored, overlay irrelevant | ~ |
Common questions
Will the CodeSignal human reviewer notice that something is off?
Reviewers are looking for second screens, second people, paste events, and tab-switch patterns. The overlay creates none of these signals on the recording.
Does CodeSignal detect AI through code-style analysis?
CodeSignal does cross-candidate plagiarism checks and looks for code that matches known model output patterns.
Can I use a second monitor with CodeSignal?
CodeSignal flags multiple displays via the screen-share consent dialog. Use only your built-in display.
What happens if I lose internet during a GCA?
CodeSignal pauses the session and lets you resume. The overlay is local to your Mac.
Is CodeSignal practice mode worth using with the overlay?
Yes, practice mode is unproctored and unscored for the employer.