In productionAutomated code review and bug fixingDev tooling
Review on nearly every pull request to the main platform repository, and a service that turns bug reports into fixes the team reviews before merge.
In productionThe company's MCP serverPlatform
Created the server AI tools use to reach company data, with OAuth sign-in, write actions that need a person's confirmation and are safe to retry, and usage telemetry.
In productionAccess control for AI agentsSecurity
Device sign-in with a consent step, per-key rate limits, per-user write permissions, and every action attributed in the audit log.
In productionMCP servers over the data lakeData
Separate servers per domain, each with its own database roles: an HR server with tiered access that never exposes Social Security numbers, bank details or birth dates, and a 56-tool server over a partner company's golf, food-service and real-estate data.
DeliveredContent portal for resort marketingWeb app
Skiers sign up, accept a rights release before their first upload, and submit edits and photos for features or pass credit. Staff moderate every submission, and the resort ends up owning the content it uses.
DeliveredHR consoleProduct
Employee surveys, anonymous feedback with safety escalation, company bulletins and moderation queues, built into the operations dashboard.
In productionCost and safety controls for the dashboard assistantAI
A per-user daily spend cap, confirmation before any write, and a cached tool catalog, added to the team's in-dashboard assistant.
RunningAI agent cost monitoringOps
A Rust service that tracks each AI agent's spend against its daily budget, along with runner capacity and audits.
PilotEmployee ski programProduct
An opt-in program that matches season passes to staff records, with challenges, leagues, a reward store and a console for HR. The pilot opened at one resort in September 2026; time-off nudges are built and switch on at launch.
ShippedAPI hardening for machine clientsAPI
Typed responses, a consistent error format, request IDs, rate limiting and a convention check in CI across the endpoints AI tools call.