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AI CURATED HOT STORY · 11/10/2026

Manus Scraps Coding Interviews for Four-Hour AI Collaboration Test

2 reports archived2 independent sourcesupdated 11/11/2026, 18:21:57
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2 Sources Cross-Validated

Manus co-founder Tao Zhang announced at Web Summit that the company has scrapped traditional coding interviews, replacing them with a four-hour task where candidates use Manus to solve real problems and then review their full collaboration records with the AI. Implemented since March, this shift moves hiring criteria from coding proficiency to human-AI collaboration habits.

Internally, role boundaries have blurred: front-end and back-end divisions are gone, and product managers and designers now write and commit code directly. Traditional job titles remain on the careers page only because "the outside world hasn't caught up," Zhang said. He stressed that the company seeks people who habitually work with AI and can explain their problem-solving process, not just those who can do the job.

This change mirrors a broader job market divide: U.S. software engineer hiring has fallen to less than half its 2022 peak, with front-end and mobile roles nearly halved, while Forward Deployed Engineer (FDE) positions grew 4.6-fold in a year. Manus's approach signals a new paradigm for talent assessment in the AI era—collaboration ability is replacing pure coding skills as the core metric.

LATEST/Since March, Manus has fully implemented a four-hour AI collaboration practical interview and eliminated internal front-end/back-end role divisions, with product managers and designers committing code directly. This hiring and organizational shift is drawing industry attention, aligning with the job market divide of declining software engineer roles and surging FDE positions.

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Coverage timeline

Total 2 reports · Latest first
  1. InfoQ 中文T2·62 pts
    • Since March, Manus replaces coding tests with a four-hour Manus task, judging whether candidates collaborate with AI and can explain their process
    • Product managers and designers now write and commit code directly, while traditional frontend and backend titles remain only on the public careers page
    • US software engineer hiring has fallen below half its 2022 peak, frontend and mobile roles nearly halved, while FDE roles grew 4.6x in a year
  2. 宝玉 (@dotey)T2·62 pts
    • Manus has dropped frontend and backend role divisions internally; PMs and designers now write code while the public job page still lists traditional positions
    • Engineering interviews now require solving a real problem with Manus in four hours and reviewing the full human-AI interaction log
    • Zhang Tao argues execution skill is no longer scarce; the company hires for the habit of working alongside AI