Projects

Projects: AI Automation, Observability & Reliability

Recent production work plus freelance and consulting projects delivered over the years.

Recent AI & automation projects

01 · AUTOMATION

Guard-railed upgrades for a 2000+ machine fleet

Automated fleet upgrades with proper draining of hosts and the necessary guardrails built in, so changes roll out safely and repeatably instead of by hand.

Fleet automationHost drainingGuardrails
VIRTASANT
02 · AI

Automated incident root-cause analysis & response

AI-driven investigation that pulls evidence from documentation search (RAG), metric plugins and log APIs, surfaced through a Slack bot, to find root causes and speed up response.

RAGSlack botIncident response
VIRTASANT
03 · SECURITY

Fleet-wide just-in-time SSH access

Rolled out just-in-time SSH access across the fleet so access is granted when it is needed, strengthening the security landscape.

JIT accessSSHSecurity
VIRTASANT
04 · OBSERVABILITY

Open-source observability stack

Built and ran a 30M+ active-series platform on Grafana, Prometheus, the OpenTelemetry Collector, Grafana Loki and Tempo, migrating off Datadog.

GrafanaPrometheusOTel CollectorLokiTempo
TWILIO
05 · RELIABILITY

Better observability for SLO tracking

Improved the observability landscape in my current role so service SLOs can be tracked properly and reliability conversations are driven by data.

SLOsDashboardsObservability
VIRTASANT

Freelance & consulting projects

Full experience → Services →