A flight simulator for forward deployed engineers.

Enter a live customer environment with coworkers who answer back, requirements nobody wrote down, and a codebase you did not write. Find the real problem, scope it, ship it, and defend what you cut.

Browser based No download Use any coding agent

Gauntlet AI is trusted by engineering leaders at

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The work begins before the brief makes sense.

You are dropped into a company with history, pressure, and people who know different pieces of the truth. What happens next depends on what you ask and what you ship.

  1. Enter the company

    Your identity, inbox, documents, and repository are waiting.

  2. Meet the room

    Talk to the client, your manager, and the people closest to the problem.

  3. Find the conflict

    Discover what the brief omitted and decide which risks matter.

  4. Commit to scope

    Choose what can be built, tested, and defended before time runs out.

  5. Ship working code

    Use your preferred editor and coding agent, then push to GitLab.

  6. Get the evidence

    Receive a scorecard tied to the decisions and conversations that mattered.

The request is a chatbot.The real problem iswhether anyone cantrust it.

Support answers customer questions from 400 clinical PDFs by hand. The documents conflict, ownership is unclear, and a convincing answer can still be unsafe.

Launch simulator
CHAT · SUPPORT

“Speed matters. Customers wait hours for answers we already have.”

Elena Park, Support Lead
DOCS · COMPLIANCE

“Every clinical claim must remain traceable to an approved source.”

Policy 7.4, updated 11 days ago
CODE · EXISTING SYSTEM

retrieval_confidence: null

The current prototype never exposes uncertainty

See how you operated, not only what you shipped.

Every score is connected to evidence from the session. Review the moments that changed the outcome and leave with concrete ways to improve.

GAUNTLET FLIGHT SIMULATOR

Session scorecard

Sample result · Forward deployed engineering

82/ 100
18/20 Discovery16/20 Scoping17/20 Execution15/20 Communication16/20 Adaptability
STRONGEST SIGNAL

You found the safety constraint before committing to architecture.

“Before we choose retrieval, who owns the answer when two approved documents disagree?”
NEXT REP

Make your scope decision visible earlier.

You identified the right tradeoff, but waited 14 minutes to confirm it with the room. State the decision, evidence, and cut list together.

See how you work when the answer is not in the prompt.

Launch simulator

90 minutes. Browser based. No download required.