An invisible desktop application that will help you pass technical interviews

Ethics of Interview Cheating

• Many see tools like this as outright lying and unethical, equivalent to having a more skilled friend off‑screen feeding answers.
• Others justify them as self‑defense in a “broken” hiring market, arguing interviews don’t reflect real work and economic pressure incentivizes cheating.
• Several worry more about character than raw skill: using such tools signals low trustworthiness and a willingness to game systems rather than challenge or opt out.
• Some argue cheating mainly hurts honest candidates and will lead to stricter, more painful processes for everyone.

State of Technical Interviews

• Strong criticism of LeetCode/HackerRank‑style screens: seen as adversarial, boring, formulaic, and often unrelated to day‑to‑day tasks.
• Counter‑view: technical interviews, especially practical coding and work‑sample tasks, are among the few tools that reliably filter out the large number of candidates who can’t code at all.
• Complaints that many interview loops optimize for memorized puzzles, conformity, or stress‑performance rather than domain fit, problem‑solving, or collaboration.
• Some interviewers say they mainly care about thought process, tradeoffs, and communication, not perfect solutions.

AI Tools in Interviews

• Multiple reports of candidates obviously using AI (eye flicking, copy‑pasted code, inability to explain/debug).
• Many note that almost any short coding task “simple enough for an interview” is now solvable by LLMs, making traditional online tests low‑signal.
• Debate: either interviews must change to test things AI can’t do well (deep reasoning, higher‑level design, nuanced discussion), or companies must accept and even allow AI in interviews as in real work.

Remote vs On‑Site and Surveillance

• Widespread expectation that tools like this will push companies back to in‑person interviews, proctored centers, or invasive monitoring software.
• Some see this as a justified response to fraud; others as a regressive move that will fuel return‑to‑office and punish honest remote workers.

Applicant Volume and Labor Market Tension

• Employers describe being flooded with unqualified or spam applications, especially for prestigious or high‑paying roles (e.g., tens of thousands of applicants for a few positions).
• Candidates counter that wage stagnation, high living costs, and offshoring push them to apply broadly and treat the process as a grind or “arms race.”

Proposed Alternatives and Improvements

• Suggestions include: code review exercises, discussing real codebases, small realistic take‑homes (with follow‑up discussion), open‑ended design questions, aptitude tests, and allowing limited internet/AI use.
• Concerns remain about scalability (100k applicants), cheating on take‑homes, time burden on candidates, and legal/HR constraints.
• Some advocate more internal promotion, mentorship, and standardized certification/licensing to reduce reliance on brittle interview gauntlets.