Your AI spend and your blast radius were set by an engineer on a deadline.
Build scenarios where the fast path works, ships, and sends the bill, the breach or the audit finding later.
Run 4,182 — Support triage agent
Model: top tier · All 6 steps
Cost / resolution: 0.42 ▲ 11x baseline
Context: 94% uncached
Decision Score
71 / 100
Routed after review · Budget cap set
Why it feels different
A build environment, not a quiz.
The fast path always works — first
Every scenario starts with a build that passes, demos well and is defensible in the standup.
Production answers back
The consequence arrives as a cost dashboard, a trace, a DLP alert or an auditor’s question — not as a "correct answer" panel.
You fix what you shipped
The rework screen is where the score is won. Contain, gate, and write the standing control.
One engineering standard per simulation
Written so a platform team can enforce it in CI. Tested more than once across the library.
What it covers
Three things set in code.
Cost
Model routing, task-to-model fit, cache economics, context discipline, budget caps and cost attribution.
Security
Untrusted input, tool permissions, irreversible actions, egress control, kill switches.
Governance
Data access and identity propagation, lineage, evaluation gates, version pinning, release records.
Simulation library
The simulation library.
Every one is an ordinary build task where the fast path works first.
Model Economics & Cost Control
Routing, context, cache and budget guards
Agent Security & Action Control
Untrusted input, tool permissions, irreversible actions
Data & Access Governance
Identity, masking, lineage and audit
Participant journey
From first build to a decision record.
Create your profile and engineering role
Open the build console for your seat
Take the ticket as it comes
Open the evidence — the trace, the config, the bill — or don’t, and it shows
Build, and record why
Watch it run in production
Fix, gate, and write the standing control
See where you stand by category
For leadership
What you hold at the end.
Not an attendance sheet.
An engineering standard set your platform team can enforce in CI
Cost discipline by decision — where spend is chosen, not where it is reported
Blast-radius readiness — who gates irreversible actions and who does not
A named gap list by role: agent developers, platform engineers, tech leads
Bring one agent you already run.
Run the team that built it through the same decisions and see the record.