Benchmark the 1,007-turn workload on target Jetson hardware before adopting NVFP4, FP8 KV cache or reuse settings in production first.

Audit storefront scripts and analytics tags, then replay the four reported campaign patterns to validate detection and response paths.

Map existing Kueue and KubeRay queues before a TauGrid trial, then test topology placement and GPU health alerts under contention.

We can study how coding agents supported a large Rust rewrite, then apply the reported migration and review lessons to similar codebases.

We can encode domain procedures in SKILL.md files, install them in agent harnesses, and evaluate outputs against the same harness without skills.

Send representative streamed tool calls through the gateway and verify that redacted values are restored only for authorised recipients.