Muhtalip Dede2 min readStop paging on every kubelet Event: Incidents + confidence gates
Always-on Kubernetes watch only helps if you correlate into Incidents and gate by severity and confidence — not one Slack message per BackOff.
Blog topic
observe
Always-on Observe agent: correlation, health scores, memory/patterns, and gated notifications. 4 articles.
Muhtalip Dede2 min readMuhtalip Dede2 min readObserve vs investigate: always-on agent vs on-demand CLI
Same Investigation Graph DNA — different trigger. Laptop investigate is reactive; the optional Observe agent is continuous watch → Incident → gated notify.
Muhtalip Dede1 min readBreak a kind cluster on purpose, then watch the Observe agent
One command from kprompt-examples: kind up, seven failure scenarios, verify they actually broke, then run the Observe agent offline in heuristic mode.
Muhtalip Dede1 min readkprompt v0.5: optional Observe agent, still no silent Autopilot
v0.5 ships the namespace-scoped Observe agent — watch → Incident → gated Slack/webhook — plus Operator, memory, patterns, and Autopilot propose-only under ADR-0015. The laptop CLI stays plan → approve → apply.