SystemsExtraordinary hardware.
A cloud that lives up to it.Performance, security and reliability engineering for neoclouds.
Assess the service customers actually receive: how it performs, what it exposes and what happens when something fails.
Benchmark the complete workload path. Inspect GPU health, interconnects, storage and scheduling to find constraints that single-device benchmarks miss.
A hands-on assessment and remediation engagement, scoped around your architecture, customer requirements and most urgent gaps.
Establish a reproducible baseline across the systems your workloads depend on. Find the limiting layer and validate changes under load.
Review the boundaries between customers and provider systems. Prioritise configuration gaps and validate the fixes within an agreed scope.
Test how the cluster behaves when components degrade or fail. Give operators actionable signals and a repeatable recovery path.
Start with an agreed scope and acceptance criteria. Leave with prioritised findings, implemented fixes and evidence your team can use.
Review the customer environment and management stack. Establish baselines and document performance, security and reliability gaps.
Agree the remediation scope with your engineers. Address configurations, system boundaries and operating procedures with a controlled rollout.
Repeat the agreed checks, benchmark changes and exercise recovery. Record remaining gaps and ownership for ongoing operations.
Hands-on project experience spanning NVIDIA, SGLang, vLLM, Baseten and Corvex. Working across the infrastructure and inference stack to close the gap between available hardware and a dependable managed service.
Bring your architecture, your customer requirements and the gaps you need to close. Start with a scoped assessment and a practical remediation plan.