Work trial interview prep for work you can defend

Agree the brief, check any AI assistance and explain the work you submit.

Start a practice interview

What companies say they’re looking for

01 Agree the work and the stopping point

“We communicate the daily rate in advance” (opens the source)

Doug Parker, Talent, Linear · Linear, Apr 28, 2026

Confirm the deliverable, paid time and review before you start. If the team adds work, agree the new terms separately.

Trial scope · Work trialWhat does this work trial cover?Example

02 Protect the material you receive

“Avoid entering personal, sensitive or confidential information about yourself or others into public AI tools.” (opens the source)

City of Edinburgh Council, Candidate AI guidance · City of Edinburgh Council, Undated

Check which material you can use and where you can use it. Ask for a synthetic replacement if real customer data arrives.

Confidential material · Work trialWhich material can you use in the work sample?Example

03 Verify the result before you submit

“candidates can use AI tools (as they would on the job) while still needing to demonstrate their own skills.” (opens the source)

Tristan Hume, Lead on Anthropic’s performance optimization team · Anthropic, Jan 21, 2026

Hume’s specific take-home allowed AI. Check what your assignment permits, then test the output against the written rule.

AI checks · Work trialCan you verify the AI-assisted work sample?Example

04 Revise the work after a check-in

“a repeatable process that a non-payroll expert can use.” (opens the source)

Fraser Hopper, PostHog Ops & Finance contributor · PostHog, May 19, 2026

Hopper describes one finance trial where another colleague needed to use the output. Test whether your own deliverable still works when a condition changes.

Midpoint feedback · Work trialDoes the revised notice still work without a phone?Example

05 Show what you tested and what remains

“In the technical interview we talked through the take-home.” (opens the source)

Sandy McFadden, Incoming Senior Support Engineer, n8n · Sandy McFadden, Mar 7, 2026

McFadden discussed his own take-home in a technical interview. Make your checks reproducible so the reviewer can see what supports your answer.

Handoff · Work trialCan the intended support role follow your guide?Example

Sources

Doug Parker, Talent, Linear, at the time. Linear, “How we hire at Linear”, Apr 28, 2026. Open the source. Checked against the published text.
City of Edinburgh Council, Candidate AI guidance, at the time. City of Edinburgh Council, “Using Artificial Intelligence (AI) in your application”, Undated. Open the source. Checked against the published text.
Tristan Hume, Lead on Anthropic’s performance optimization team, at the time. Anthropic, “Designing AI-resistant technical evaluations”, Jan 21, 2026. Open the source. Checked against the published text.
Fraser Hopper, PostHog Ops & Finance contributor, at the time. PostHog, “Being AI-native matters more than experience”, May 19, 2026. Open the source. Checked against the published text.
Sandy McFadden, Incoming Senior Support Engineer, n8n, at the time. Sandy McFadden, “What I think good hiring looks like”, Mar 7, 2026. Open the source. Checked against the published text.

Last reviewed Nov 10, 2026