I keep 20,000+ machines honest.

Self-updating monitoring agent for a GPU cloud fleet

• A static agent that upgrades itself across 20k+ VMs — atomic binary swaps with rollback cut upgrade failures by 90%. No SSH loops, no config drift.
• Killed thundering-herd metric spikes with jittered scheduling and cardinality filtering — 30% off the ingestion bill.
• GPU detection, TLS 1.3 enforced, structured logs. MTTR halved because the data is actually usable at 3 a.m.

Test orchestration platform

• Cut manual test execution 70% and tripled parallel throughput — regression cycles that took an afternoon now finish before coffee.
• Pass rate up 25%, flakiness down 30%. Engineers trust red builds again.
• Failure triage time halved; caught 10% cost regressions before they hit the invoice.

White-label multi-tenant SaaS portal

• Custom domains per tenant, strict data isolation, role-based access — enterprise onboarding without an enterprise timeline.
• Customer analytics across 8 pages with 7 reusable chart components; KPI loads pre-warmed so dashboards open hot.

Unified insights platform & telemetry pipeline for Hyperstack

• One place for contracts, resources, and reporting — replaced a scatter of spreadsheets and tribal knowledge.
• Telemetry service aggregating VM and environment data with validation and encryption end to end.
• Scheduled collections, repeatable deployments, fewer humans doing robot work.