Observability
Useful signals over noisy dashboards
Grafana, Prometheus, VictoriaMetrics, Loki and ownership patterns shaped into operational context.
Outcome: signal, ownership and evidence connected for faster triage.
Platform & Tools Leader
Reliable platforms. Clear outcomes.
I design and lead observability, automation and AI-enabled operations capabilities — and help teams assess, architect and implement them safely.
Less noise, clearer ownership and safer delivery loops — from operational signal to reviewed, measurable change. I work in three modes: platform leadership, architecture advisory and focused implementation.
Reference environment spanning ~70 services
CV last updated Jul 2026
platform-lead --focus="observability,automation,ai-ops"
Signals become workTelemetry, context and ownership stay connected.
Delivery stays reviewableIssues, PRs, checks and decisions remain auditable.
Automation reduces toilRepeatable paths replace manual handoffs.
Selected work
Operating models, not one-off automations.
Where I focus, and what the work is designed to produce.
Operating model & reference architecture
Agentic SRE
A governed AI delivery pattern that can be adapted to an organization’s observability, engineering workflow and risk model.
AI delivery
SRE
Governance
Applied across a multi-service reference environment, with engineering changes governed through an auditable delivery workflow.
Automation
From scripts to delivery rails
Repeatable workflows, Git-reviewed configuration and CI/CD checks that make change safer.
Outcome: repeatable rails replace manual handoffs and risky ad-hoc changes.
Capabilities
What I bring to platform teams and focused consulting engagements.
Platform leadership, practical architecture and implementation across observability, automation and governed AI operations.
Observability by design
Metrics, logs, signals and ownership that help teams act.
Automation that sticks
Repeatable workflows with reviewable rails and clear guardrails.
AI-enabled operations
Practical AI assistance with deterministic inputs and human approval.
Engineering leadership
Roadmaps, stakeholder alignment and platform ownership models.
About
Platform leadership for reliable engineering teams.
I focus on the space where platform engineering, observability, automation and practical AI meet: clearer ownership, fewer manual steps, better incident response and more useful signals.
I work across leadership, architecture and focused implementation, using Grafana, Prometheus, VictoriaMetrics, Loki, monitoring-as-code, Git-reviewed operational configuration and human-in-the-loop AI workflows.
