Blog topic
Articles about observability, Kubernetes operations, and the kprompt CLI. 6 articles.
Muhtalip Dede3 min readDay-2 OpenTelemetry with kprompt: bind Jaeger or Tempo, walk a span tree, narrate bottleneck waits, enrich service graphs with call edges when traces exist, and degrade honestly when OTel is missing. Not a Jaeger UI and not auto-remediation.
Muhtalip Dede3 min readDay-2 Prometheus with kprompt: bind an existing Prom URL, read-only performance explain (CPU, memory, p95, HPA), optimize idle/rightsizing, and fail clear when metrics are missing. Not a PromQL IDE and not auto-remediation.
Muhtalip Dede7 min readA tagged hub of ~100 real Kubernetes ops prompts—Operations, Debug, GitOps, Observability, Security, and Multi-cluster—each with a kubectl or tooling note, linked to our cheat sheet, error playbook, and edge-case guide.
Muhtalip Dede2 min readRead-only service topology as typed nodes/edges — Ingress, PVC, Secret/ConfigMap names, reverse impact — not a Secret CMDB or chat “who depends on what” folklore. Honest degraded when OTel/mesh are missing.
Muhtalip Dede3 min readNamespace dependency facts that bias Observe without becoming root-cause proof. Local or in-cluster stores — never cloud dumps as fake authority — with AG-034 confidence caps.
Muhtalip Dede3 min readIncident chronology as typed EvidenceRef[], not chat folklore. Events, rollout revisions, and HPA in one Investigation artifact — with honest degraded[] when Prom/OTel/mesh are missing.