Persona view
Explore how different roles engage with each layer of the Velocity Blueprint. Each cell represents a specialized role responsible for a specific focus within a layer.
Business/Product Product vision, priorities, and ROI | Architecture Technical design and standards | Build/Dev Development and implementation | Reliability Operations and incident response | Governance Security, compliance, and policy | |
|---|---|---|---|---|---|
| Agentic core | |||||
| Software core | |||||
| Data core | |||||
| Foundations |
Understanding the view
Layers
- Agentic core
- Software core
- Data core
- Foundations
Concerns
- Business/Product: Product vision, priorities, and ROI
- Architecture: Technical design and standards
- Build/Dev: Development and implementation
- Reliability: Operations and incident response
- Governance: Security, compliance, and policy
Agent reliability engineer
Reliability · Agentic core
Ensures agent reliability, performance, and cost efficiency.
Responsibilities
- • Monitor agent performance and reliability
- • Investigate and resolve agent incidents
- • Optimize cost and latency
- • Define and track SLOs
Key metrics
Primary components (4)
Monitors trace data for latency regressions, error patterns, and SLO violations
Agentic core › Evaluation frameworkTracks accuracy drift across agent versions and triggers alerts on quality degradation
Agentic core › Cost monitoringInvestigates cost anomalies, optimizes token usage, and forecasts compute spend
Agentic core › Agent monitoringPrimary reliability signal for agent health, uptime, and SLO tracking
Secondary components (5)
Reviews safety incident logs and tunes guardrail thresholds to reduce false positives
Agentic core › Agent versioningManages agent version lifecycle and tracks performance across releases
Agentic core › Agent rollback & canaryConfigures canary deployments and automated rollback triggers for agents
Agentic core › Agent scalingMonitors agent resource utilization and configures autoscaling policies
Software core › Dev orchestration agentsUses orchestration agents to automate incident triage and root cause analysis