RESOURCES · TECHNICAL
Architecture Deep Dive
Structural breakdown of the TraceFlux data plane, deterministic incident engine, governance enforcement model, replay validation framework, and tenant isolation guarantees.
Data Plane
Owns
- • Telemetry ingestion (alerts, logs, flow, BGP, metrics)
- • Kafka-based partition backbone
- • Tenant-level data segmentation
- • Ordering guarantees within partitions
Does Not Own
- • Incident decision authority
- • Policy enforcement decisions
Guarantee: Strict tenant partition isolation and ordered event ingestion.
Deterministic Core
Owns
- • Incident formation engine
- • State machine lifecycle transitions
- • Trust & suppression logic
- • Evidence-linked timeline store
Does Not Own
- • Machine learning scoring authority
- • Cross-tenant signal blending
Guarantee: Rule-bound incident boundaries with deterministic lifecycle transitions.
Control & Governance Plane
Owns
- • RBAC enforcement
- • Approval gates
- • Policy evaluation engine
- • Automation blast-radius modeling
- • Immutable audit ledger
Does Not Own
- • Telemetry ingestion mechanics
- • Incident correlation logic
Guarantee: Execution authority enforced through explicit policy contracts.
Data Plane Internals
- • Partitioned Kafka backbone per tenant
- • Horizontal scaling through partition expansion
- • Idempotent event processing
- • Backpressure-aware ingestion model
- • Independent tenant throughput isolation
Deterministic Incident Engine
- • Rule-bound correlation boundaries
- • Stateful incident lifecycle transitions
- • Evidence-anchored timeline storage
- • No probabilistic clustering
- • Explicit state mutation tracking
Replay & Parity Validation Architecture
- • Historical telemetry re-simulation
- • Deterministic re-execution of decisions
- • Regression detection before promotion
- • Model refinement validation loop
- • Audit-logged replay outcomes
Tenant Isolation Guarantees
- • Logical partition isolation at ingestion
- • No cross-tenant AI feature vector mixing
- • Scoped policy evaluation per tenant
- • Dedicated cluster deployment option
- • Immutable audit visibility per tenant boundary
Failure Containment Model
- • Data plane failure does not override governance
- • AI failure does not mutate deterministic boundaries
- • Replay operates out-of-band from production execution
- • Policy engine acts as execution gatekeeper
Review the full system architecture with our engineers.
Deep dive into data plane design, deterministic boundaries, governance enforcement, and replay validation workflows.