LLM-backed SRE agent deployed on AKS. Receives alert webhooks from Grafana IRM, queries Grafana/Loki/Kubernetes, executes approved remediation playbooks, and generates draft post-mortems — autonomously, before a human wakes up.
Projects
Things I've built
A full catalogue — from production observability platforms to learning lab experiments.
Configurable OpenTelemetry signal generator for validating Alloy pipelines, testing cardinality budgets, and firing alert rules under controlled conditions. Used to validate observability configs before they reach production.
Full internal developer platform on a 5-cluster k3d substrate: Backstage (service catalog + scaffolder), ArgoCD (GitOps), Crossplane (infrastructure provisioning), Kyverno (policy), Linkerd (service mesh), and Grafana Cloud integration. Phase 0 → Phase 1 shipped.
One-way pipeline: Notion (raw capture) → local Ollama (transform) → GitHub (structured wiki). ~1,374 entries across 23 domains. Powers this portfolio's blog and serves as a personal second brain for observability, SRE, DSA, and system design notes.
Singh Family Tree
ActiveFive-generation family tree of the Singh lineage from Gurubakas Singh.