1 min lesson
The loop at a glance
Show why this lesson detail matters. "You are interviewing for a number, not a vibe."
Step 1 of 3
You are interviewing for a number, not a vibe: adoption, retention, expansion across a portfolio of enterprise accounts.
Use this stage map to decide what evidence belongs in each round. Memorizing the order is the shallow version. For every stage, prepare one artifact, one story and one question that shows how you reason in the role.
Cursor publishes no ADM stages. This is a six-stage planning frame built from the posting's responsibilities, from a short recruiter call to a likely working session with the team. Each stage narrows on a different question, but the same two signals are worth preparing every time. Map the whole path first so no single round surprises you.
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Full explanation
The ADM Loop as a Planning Frame
Interactive diagram. Step through it with the Next and Previous controls below, or Tab to a region to read its detail.
A planning frame, not a published process: six stages, each narrowing on a different question, with conviction and evidence worth preparing at every one.
The only process note we can source sits on three Software Engineer postings: two or three short technicals, then an office visit to build something small. Whether the ADM loop ends the same way is unconfirmed, so read the final stage as a preparation guess and ask your recruiter what the format actually is.
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Advanced table
Reference table
- Signal
- Truth-seeking and spirited debate
- Status
- In the posting
- How to treat it
- The company statement names both. Reason live, in your own words.
- Signal
- Onsite where you build something small
- Status
- Software Engineer postings only
- How to treat it
- Prepare to build and talk through your choices; ask if the ADM loop matches.
- Signal
- A no-AI-tools norm in interviews
- Status
- Unconfirmed, ask your recruiter
- How to treat it
- Practice reasoning without a tool and ask whether tools are allowed.
- Signal
- A paid or multi-day onsite as the deciding round
- Status
- Unconfirmed, ask your recruiter
- How to treat it
- Ask early how long the final stage runs.
- Signal
- Heavy weight on 'why Cursor specifically'
- Status
- Unconfirmed, ask your recruiter
- How to treat it
- Prepare a 60-second answer rooted in AI-assisted development anyway.
- Signal
- Exact GTM stage order and formats
- Status
- General-industry inference
- How to treat it
- Use as a planning frame; confirm specifics with your recruiter.
| Signal | Status | How to treat it |
|---|---|---|
| Truth-seeking and spirited debate | In the posting | The company statement names both. Reason live, in your own words. |
| Onsite where you build something small | Software Engineer postings only | Prepare to build and talk through your choices; ask if the ADM loop matches. |
| A no-AI-tools norm in interviews | Unconfirmed, ask your recruiter | Practice reasoning without a tool and ask whether tools are allowed. |
| A paid or multi-day onsite as the deciding round | Unconfirmed, ask your recruiter | Ask early how long the final stage runs. |
| Heavy weight on 'why Cursor specifically' | Unconfirmed, ask your recruiter | Prepare a 60-second answer rooted in AI-assisted development anyway. |
| Exact GTM stage order and formats | General-industry inference | Use as a planning frame; confirm specifics with your recruiter. |
Separate what Cursor has said from what is standard for this role family, and say which is which in the room.
Interactive diagram. Tab through its regions; each focused region shows its detail in the panel below.
Our ordering of what the posting emphasizes, not Cursor's scoring.
The loop is cumulative. Assume interviewers compare notes, so a metric you cite to the recruiter must match the one you give the hiring manager and the case interviewer. Keep your two or three core account stories identical across rounds.
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Optional practice
Test yourself on The loop at a glance
QWhich pair of signals does this module treat as the two constants across the loop?