Workflow
Keep this loop in mind
Guides go deeper—but the product motion stays the same.
Integrity gate
Threats get intercepted. Genuine candidates pass through.
A four-scene integrity loop: live session, anomaly detection, layered interception, and verified pass—built for AI-era cheating.
- Device & session
- Behavior & language
- AI assistance
“When a renewal was at risk, I called the customer the same day and owned the save through Q3…”
- Identity checkok
- Device postureok
- Response cadenceok
Comparison
Traditional vs Honrly
Self-report / black-box score
Demonstrated evidence + integrity
Library
Guides worth reading before you buy another assessment tool
- / 01
Validating AI Hiring Assessments
A practical guide to validating AI-based hiring assessments: job relatedness, rubrics, human review, adverse impact monitoring, and documentation.
- / 02
Detecting Interview AI Tools
How stealth AI interview tools work, why webcam-only proctoring fails, and how integrity programs can detect assistance without invasive surveillance theater.
- / 03
Behavioral vs Personality Tests
Understand the difference between self-report personality tests and verified behavioral assessments that score demonstrated workplace evidence.
- / 04
Building Competency Rubrics
How to build behaviorally anchored rating scales for hiring assessments-so AI scoring stays tied to observable workplace behaviors.
- / 05
AI Hiring Notice Basics
Educational overview of notice, consent, and transparency themes for AI hiring tools-including why explanations and human review matter.
- / 06
Open-Ended Assessment Integrity
How to protect open-ended hiring assessments from AI-written answers, impersonation, and scripted responses while preserving candidate experience.
- / 07
NYC Local Law 144 and AI Hiring Tools
A practical guide to NYC Local Law 144 (AEDT): bias audits, candidate notice, and how verified behavioral assessments with human review fit compliance-minded hiring.
- / 08
Take-Home Assessment Integrity Playbook
How to redesign take-home hiring assessments for the generative-AI era: policies, authenticity checks, evidence review, and when to prefer live or timed sessions.
- / 09
Technical Interview Integrity Guide
How to protect live coding and system-design interviews from stealth AI assistants: detection, evidence review, and fair process for engineering hiring.
- / 10
Bias Audit Checklist for AI Assessments
A practical bias-audit checklist for AI hiring assessments: data exports, impact ratios, version freezes, human overrides, and documentation for compliance-minded teams.
- / 11
Remote Proctoring Best Practices
Modern remote proctoring best practices for hiring and exams: AI-era integrity, evidence review, candidate experience, and when live monitoring is worth it.
- / 12
Async Video Interview Integrity
How to run asynchronous video interviews with integrity: authenticity checks, evidence scoring, candidate policy, and human review for high-volume hiring.
- / 13
How to Detect Cluely in Interviews
Practical guidance on detecting Cluely and similar stealth interview AI tools: signals, evidence review, policy, and fair enforcement for hiring teams.
- / 14
EEOC Adverse Impact and AI Hiring
How adverse impact monitoring applies to AI hiring assessments: job relatedness, selection rates, documentation, and human review for compliance-minded employers.
- / 15
AI Interview Cheating Statistics 2026
What 2026 data says about AI interview cheating rates, campus hiring fraud, and stealth tools like Cluely-plus how integrity programs should respond.
- / 16
Campus Hiring Integrity Playbook
A playbook for campus and volume hiring integrity after 2026 impersonation scandals: identity checks, AI tool detection, evidence review, and fair retests.
- / 17
Ghost Coders and Interview-as-a-Service Fraud
How ghost coders and interview-as-a-service networks cheat hiring assessments-and how to detect remote-desktop proxies, AI apps, and impersonation.
- / 18
How Employers Fight AI Interview Cheating
How leading employers are fighting AI interview cheating in 2026: scenario probes, secure browsers, multi-stage checks, and integrity platforms beyond webcam theater.
- / 19
Invisible AI Overlays vs Browser Proctoring
Why browser lockdown and webcam proctoring fail against Cluely-style invisible AI overlays-and what integrity controls work in 2026.