A passive local analyzer that infers service dependencies and retry edges from traces without a service registry.
A simulator that designs multi-window alerts from traffic seasonality, error budgets, and incident objectives.
A trace normalizer that estimates per-host clock offset and drift while preserving causal ordering uncertainty.
A storage engine that compresses distributed traces by deduplicating recurring causal structure while retaining query accuracy.
A local authoritative resolver lab for replaying caching, negative answers, delegation, and DNSSEC failure modes.
A scenario runner that replays DNS, CDN, origin, and client-cache failures as a layered edge delivery system.
A packet-level simulator comparing congestion-control behavior under loss, reordering, migration, and changing paths.
A verifier that computes effective reachability and minimal counterexamples across layered firewall, service-mesh, and application policies.
A local collector that retains rare and high-value traces under a fixed storage budget using streaming sketches.
A deterministic network-service twin that replays packet captures through modeled latency, loss, NAT, and protocol state.
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