Show HN: Mindfries- AI Interviewer based on real eng skill not on L**tC*de
Hi HN Family, I am Chandan, and have built an AI intrviewer tool that assess the candidate based on real skills of engineering, like working on large codebase to fix, build, and enhance and many deployment type works too with the help of built in AI agent. Google had also introduced the same round for their candidates and all the other platform are checking the Competitive programming which is not suitable to assess every best candidate in the era of AI. Hence I did research, talked to 35+ found
Read original sourceSource record
Recorded metrics
points · 2 votes
2026-11-09 08:30:12.281Z
cumulative since publication
Research analysis
What changed
Source account: Hi HN Family, I am Chandan, and have built an AI intrviewer tool that assess the candidate based on real skills of engineering, like working on large codebase to fix, build, and enhance and many deployment type works too with the help of built in AI agent. Google had also introduced the same round for their candidates and all the other platform are checking the Competitive programming which is not suitable to assess every best candidate in the era of AI. Hence I did research, talked to 35+ found
Version & cost evidence
Source votes: 2 votes (Nov 9, 2026 UTC; cumulative since publication) Recent records to compare: “[分享创造] 写了个小工具:手机一键关掉 Mac 的显示器, Mac 不睡、远程和后台任务照跑” (V2EX, Nov 9, 2026); “[分享创造] 做了个 QMuse CLI:本地 React 项目托管部署, QMuse 项目也能交给本地 Agent 继续开发” (V2EX, Nov 9, 2026). Shared themes are navigation hints; they have not been verified as the same need or independent corroboration.
Who is affected
Identify the existing workflow this change affects before recommending an upgrade. Launch attention does not establish improvement; an API, pricing or availability change may instead create migration work.
Missing comparison points
Missing checks: old versus new behavior, affected plans and regions, availability date, compatibility, rollback path and cost under the same workload.
Migration check
Save the release or policy notice, run the same task on the old and new option, and compare outputs and the full bill. For retirement notices, verify the deadline before scheduling migration.