14-Tracing-BackendDistributed Tracing & Observability Intelligence Suite

OpenTelemetry OTLP ingestion, tail-based adaptive sampling, span DAG critical path engine, and pre-trained LLM incident triage.

F1: OpenTelemetry OTLP Ingest

High-throughput OTLP Protobuf and JSON collector with non-blocking ring buffer, backpressure load-shedding, and PII scrubbing.

Sliding-window buffer keeping 100% of errors and p99 latency regressions while downsampling nominal traces to reduce storage costs by 75%.

Topological graph traversal computing the true blocking critical execution path across distributed services with clock-drift compensation.

Eleven specialized anomaly detection modules evaluating latency distributions, topology shifts, and causal root-cause attribution.

Zero-shot prompt integration transforming complex span dependency graphs into plain-English incident postmortems and remediation advice.

ClickHouse MergeTree storage design handling 150,000 spans/sec with 6x-10x compression and sub-second analytical aggregations.