Dynatrace × Kell

Dynatrace core — outputs

OneAgent	auto-discovered processes · auto-instrumented services · host metrics · dependency edges
Smartscape	live topology graph · tier relationship map
PurePath	end-to-end traces · code-level timing · span/error context
OpenPipeline	ingested streams · enriched telemetry · OpenTelemetry intake
Grail + DQL	stored metrics/logs/traces/events/sessions · security+business signals · query answers
Intelligence	anomaly signals · root-cause answers · forecasts · agent-proposed actions
AutomationEngine	triggered workflows · remediation/notify/optimize runs
AppEngine / MCP	custom apps · hub extensions · agent context hooks
App Observability	latency · errors · bottlenecks · service maps
Infra Observability	host/container/cloud health · capacity · predictive infra alerts
Log Analytics	log hits correlated to metrics/traces/events
AI / LLM Obs	LLM latency · cost · quality · agent/runtime deps
App Security	runtime vulns · code-level risk · behavioral threat signals
Digital Experience	RUM · synthetic · session replay · journeys
Business Obs	telemetry ↔ revenue/conversion/CSAT-class KPIs
Software Delivery	CI/CD quality-gate results · regression flags

	if	change	get
ingest heat	Grail/OpenPipeline volume ↑	0.0°C pack path	dense ingest · less thermal barrier
ingest bus	span/metric burst > bus	360,800 MT/s pack · 259,093 MT/s memcpy	higher shove before backpressure
egress	buyer needs private path	zero-egress / on-prem door	regulated option · local mill receipts
agents	Intelligence/MCP need facts	brain.json · ms.txt · DATESTAMP	low-token citation for actions
sync	global state waits on RTT	0.11 µs-class relay (fleet table)	tighter multi-region loop option
retention	Grail growth cost binds	172:1 labeled · 344:1 tile class	denser hot buffer