EXTENSIONS

AWS LOGS infrastructure models

Cloudflare logs infrastructure models

Query and analyze CloudWatch Logs for operational visibility and incident investigation.

Datadog Logs — log search, aggregation, and analytics

VictoriaLogs query API — run LogsQL queries, field/stream stats, and hits

Install and configure a host-native metrics + logs agent on a remote

Operate a self-hosted OpenObserve instance from swamp, and decide safely whether a newer upstream release should be rolled out to it. OpenObserve publishes release candidates into the same tag namespace as stable releases -- on 2026-08-29 the newest tag was v1.0.0-rc1, published eleven days AFTER the newest stable v0.92.2 -- so anything that reads the tag list and sorts it pins an RC. That is worse here than for a stateless app: OpenObserve is a log store, and an RC that migrates the on-disk schema is not undone by re-pinning the previous tag, because the previous binary can no longer read what the new one wrote. The `check_update` method reads GitHub *releases* rather than tags, excludes drafts and prereleases (by the GitHub flag OR a semver prerelease suffix, since the flag is hand-set and occasionally wrong), applies real semver precedence so a prerelease sorts before its own release, and reports the newer prereleases it skipped so a pending major stays visible without being auto-applied. It then confirms the candidate tag actually resolves in the registry before offering the update -- a GitHub release and a pushed image are separate events, and proposing a bump whose image does not exist yet fails the deploy at `compose pull`, after the running container has already been stopped. The `health` method probes /healthz, treating a refused connection as a health result rather than a model error so a down instance is distinguishable from a broken check.

Workflow-scope report that renders a change-audit timeline from CloudWatch

Grafana swamp-native gaps: a control-plane admin model (idempotent ensureServiceAccount over basic-auth) plus a queryLogs extension that adds LogQL/Loki reads to @keeb/grafana/instance alongside its queryMetrics.