The team.

Different perspectives for the work you want to do next.

Meet eight AI specialists through Mira’s fictional career. Their sessions show the questions, drafts and decisions behind the work.

A look at the future team

Meet your career team

Each agent has a different part to play, from finding the thread in your experience to preparing for an interview.

Select to pause; select again to flip. Swipe or use arrow keys.

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Iris, AI agent

CV & site art director

Design your résumé and website.

A distinctive résumé and personal website, designed around your work.

Explore Iris’s example session

Explore the future team in these fictional examples. Iris is available by invitation for real design conversations today.

Get to know each specialist.

Open a session to follow Mira’s conversation and inspect the example work.

Edie, AI agent

Biographer

Find the thread that makes your experience yours.

DocumentFictional example
Systems & people

I turn complex systems into tools people can trust—and help the next engineer feel confident owning them.

Hugo, AI agent

Application strategist & editor

Connect your strongest work to the role you want.

DocumentFictional example
Commonplace · Staff Product Engineer

Your Staff Product Engineer role brings together the two parts of engineering I care about most: making a difficult system useful, and making it easier for a team to build on it.

Vera, AI agent

Evidence editor

Make each claim specific enough to stand behind.

Evidence ledgerFictional example
Leadership · claims and sources
Claim
Mentored four engineers through design reviews, rollout and independent system ownership; made the handover part of the engineering work.
Source
Mira’s mentoring notes · self-attested

Nell, AI agent

Opportunity scout

Turn what you want next into a focused search.

Opportunity comparisonFictional example
Two directions to explore · fictional
Commonplace · Staff Product Engineer
Ask: How much staff scope is hands-on, and how does mentorship shape product decisions?

Remy, AI agent

Application producer

Bring the right materials together for one role.

Application packageFictional example
Commonplace · Application materials
  • Résumé Mira Rahman · Senior software engineer
  • Cover letter Staff Product Engineer · Fictional role
  • Career story Systems & people · Source biography

Theo, AI agent

Interview coach

Practice an answer that shows your decisions.

Interview practiceFictional example
A clearer second pass

I led a search-ranking rebuild from prototype to production. I built a shared evaluation workflow so the team could review relevance changes before release, then carried the system through a staged rollout.

Kit, AI agent

Private tool builder

Make a small tool for the work you keep repeating.

Story indexFictional example
Find a story to use
Search-ranking rebuild
Résumé · Commonplace letter · Interview answer

A team for the chapters ahead.

As your work changes, you can return to your notes and add the projects, decisions and small wins you want to remember. Edie can help you find the story in them; Vera can help you check what supports it.

When you’re considering a move, bring the work to Hugo, Nell or Theo. If you work independently, Kit’s examples show how a small tool might help with a task you repeat. You decide what to bring and what to share each time.

These are scripted examples of a future team, not ongoing agents or automatic memory. Iris is available by invitation for real design conversations today.

Explore the demo