Case studies
Everything here is a production system you can inspect: the incident that started it, the architecture that survived it, and the instrumentation that keeps the story honest.
Featured case · Our own product
D.B. Fresh, Torta's tenant-isolated AI operator, received scoped, read-only credentials and investigated across Sentry, the replica database, pipeline state, and the codebase. Then it fixed the problem end to end: the refund, the pull request, and the deploy.
Figures are approximate and labeled as such throughout the guide.
One impressive incident proves possibility. Repeatable evidence takes a system. The field guide tells the full story: the architecture, the measurement system, and the scorecard to grade your own agent.
How we publish
Production software with customers inside it, running live under real load. Demos and composite “clients” stay off this page.
Claims trace to dashboards, traces, and event schemas. Approximate figures say so. Nothing is fabricated to fit a chart.
We show the modeling decisions, the tradeoffs, and what the evidence changed about what we built next.
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