Three 404s on a quiet router read 7.5% and were raised as an anomaly; most of
the 4xx anomalies on review stood for 3 to 7 errors in 15 minutes. A new
Settings → Thresholds minimum, traefik.threshold.min_4xx (default 20, more
than one a minute held for the window), applies to both the router's grade
on its page and to anomaly detection, as min_5xx does for 5xx.
learn_normal takes `fewest`: for a share gated on a per-second rate, the
fewest events (rate × window × share) it must stand for to be judged.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
A Traefik that hasn't restarted keeps reporting the certificate it
replaced, so codex.fabledsword.com's old one (21 days left) was listed
beside its renewal (81 days) and would have raised an expiry warning on
2026-10-22. A reported certificate whose every name a later-expiring
one covers is now old, on the page, the widget, the overview and MCP.
list_certificates takes `limit` (default 100) with total/truncated, and
says how many served certificates no HTTP router uses (`unrouted`).
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Each source in an anomaly's `around` was cut to its oldest 40 with
nothing in the reply to say so; on a busy host the events nearest the
occurrence were the ones dropped. Each source now keeps the 40 nearest
the occurrence's start, and `around_left_out` counts the rest. Sources
return everything their bounded query read (Docker and the host agent
no longer cut at 40 and 20 themselves), so the count is honest.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
All 16 Traefik 4xx anomalies on 2026-10-15 came back with nothing
around them, though 15 were Steward's own restarts. A router has no
host, and every events source was read by host.
- Core: each break of more than 90 s in Steward's once-a-minute health
sample is a "steward" event beside every anomaly, placed or not.
- Plugins: an optional mcp_resource_events(db, source, resource, since,
until) for a resource with no host. Traefik's gives the container
events of the swarm service behind a router, on any host.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
router_findings never passed `since`, so every failing router read as
brand new and sorted last among the criticals. The overview now reads
the failing routers' last day of history and dates each one with
problem_since, as the dashboard widget does.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Two 500s of about sixteen requests graded roundtable@swarm critical at
9.1%. The Settings → Thresholds minimum of requests in 15 minutes (30 by
default) now guards both shares; the 5xx share still keeps its fixed
cutoff whatever the router's history.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
list_routers grades every router as the Traefik page does (the last 15
minutes, 5xx on its cutoff, 4xx and p95 against the router's normal) and
gives a troubled one its status codes, what they mean and the swarm
service behind it. get_router adds its history, codes, normal and
anomalies; list_certificates the served certificates and the routers they
cover; get_traffic the access log's clients, countries and routers.
get_overview names a router answering 5xx and a certificate near expiry.
The access-log aggregation moves into routes.summarize_access, shared by
the traffic page and get_traffic.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
bvandeusenandClaude Opus 5.5