SRE Agent
Incidents Resolved. Autonomously.
Autonomous Incident Response — From Alert to RCA in Under 5 Minutes. Your on-call engineer arrives with the investigation already done, the RCA written, and stakeholders already notified.
Alert: p99 latency spike — payment-service
Cloud Monitoring → SRE Agent triggered
Querying Cloud Logging via MCP...
847 log entries retrieved, 3 services correlated
Root cause identified
DB connection pool exhaustion → upstream timeout cascade
RCA report generated
Awaiting engineer confirmation before sending
Stakeholders notified
Engineering + business leads updated automatically
What the SRE Agent Does
Autonomous Log Investigation
Queries Google Cloud Logging via Remote MCP, retrieves contextual log data across services and time windows, and correlates events without any manual log diving.
Root Cause Analysis
Multi-step AI reasoning that identifies causal chains across infrastructure layers — backed by official Google documentation via the Developer Knowledge API.
Structured RCA Reports
Generates machine-readable incident reports formatted for both engineering and executive audiences — including blast radius, timeline, and preventive measures.
Automated Stakeholder Comms
Routes plain-language business impact summaries to the right people via predefined escalation rules — no engineer writes a single Slack message mid-incident.
Remote MCP Tool Connectors
Standardized MCP integrations for Cloud Logging, Compute Engine, GKE, BigQuery, and the Developer Knowledge API — extendable to any operational system.
Human-in-the-Loop Controls
Agent requests confirmation before sending stakeholder notifications. Every automated action is auditable with full reasoning traces via TraptureIQ.
From Alert to Resolution
Alert Triggered
Incident detected via Cloud Monitoring alert, PagerDuty webhook, or manual trigger. Agent activates immediately.
Agent Investigates
Queries Cloud Logging via Remote MCP, correlates events across services, retrieves relevant documentation from the Developer Knowledge API.
RCA Generated
Structured report produced with root cause, blast radius, affected services, and recommended fixes — awaiting engineer confirmation.
Stakeholders Notified
Business impact summary routed to the right people. Engineering team receives the full technical RCA. Loop closed.
Built for Engineering Teams at Scale
On-Call Engineers
Arrive at incidents with investigation already done — you decide, not investigate.
Engineering Managers
Every incident documented consistently, stakeholders updated automatically.
Platform / SRE Teams
Deploy once on Google ADK, extend MCP connectors to any system in your stack.
CTO / VP Engineering
MTTR on dashboards. RCA quality no longer depends on who's on-call at 3 AM.
Stop Paging Engineers. Page the Agent.
Get early access to the SRE Agent — we'll help you connect it to your Cloud Logging setup and have it responding to incidents within a day.