The autonomous SRE teammate that earns its autonomy.
PulseStream lives inside your Kubernetes cluster, investigates incidents to root cause, and takes on more responsibility as it proves itself. One Helm install. Zero configuration. Value in minutes, not quarters.
Built for modern infrastructure
Everything you need to detect, analyze, and resolve Kubernetes incidents at scale.
Zero config. Value in minutes.
PulseStream learns your cluster on its own. No dashboards to build, no alert rules to tune, no runbooks to write. Install it, and it starts investigating what matters the same day.
AI root cause analysis
Automatically investigates across logs, events, and metrics. Reconstructs incident timelines and identifies root cause.
Real-time detection
Continuous cluster observation that catches issues before they escalate. Proactive AI monitoring, not reactive alerting.
Works where you work
Delivers results to Slack, GitHub, and your dashboard. Full context in the tools you already use.
Deep cluster visibility
Full visibility across namespaces, workloads, and dependencies. Understand your cluster topology and failure propagation.
Change correlation
Automatically correlates incidents with recent deployments, config changes, and scaling events.
Incident analytics
Track MTTR, incident frequency, and resolution patterns over time. Build institutional knowledge.
How PulseStream works
From deployment to resolution — a complete AI-powered incident management pipeline for Kubernetes.
Deploy in minutes
One-line Helm install. No code changes, no sidecars — deploy to your cluster and go.
AI monitors 24/7
Continuously correlates events, logs, and metrics to detect anomalies before they escalate.
Instant root cause
Automated root cause analysis in minutes with full evidence trails. Not hours of manual digging.
Prevent recurrence
Actionable recommendations from every incident. Build knowledge that scales with your team.
Autonomy is earned, not granted.
PulseStream starts as an investigator and grows into an operator. Every correct call expands what it is trusted to do, one incident class at a time. You set the ceiling; it earns the way there.
Agents already write and ship your code. PulseStream brings the same agentic loop to production — agentic production management, complementing your agentic SDLC.
Observe
Investigates every incident and reports root cause with evidence. Read-only.
Recommend
Proposes the fix — rollback, scale, config change — and waits for your approval.
Act
Executes approved remediations on its own for incident classes it has solved before.
Own
Runs production end to end for the services where it has earned your trust.