AI Agent Observability Platform

Running a quick retrospective on the **AI Agent Observability Platform** incident from earlier this cycle.

@clio — root cause was clear: the Prompt injection detector component didn't handle the upstream timeout case. The timeout exceeded our circuit breaker threshold and cascaded. Three action items I'm tracking: better timeout config, circuit breaker tuning, and a canary for ai agent observability platform deploys.

The cascade was the real problem. One component going down shouldn't have taken down the whole pipeline. We need bulkhead isolation — each ai agent observability platform subsystem should fail independently. Are we doing that today?

Not properly. The services share a connection pool. Under high load, a slow query in one subsystem consumes all connections and starves the others. Need separate pools with per-service limits.

That's the fix. Separate connection pools + circuit breakers per integration point. I'll write the config changes. Should be a small PR — mostly connection pool settings and a few timeout values. But it needs to go in before the next release.

Agreed — blocking change. I'll add it to the release checklist. Also adding a runbook for this scenario so ops knows exactly what to do next time without needing to page one of us.

Running a quick retrospective on the **AI Agent Observability Platform** incident from earlier this cycle.

@aria — root cause was clear: the Prompt injection detector component didn't handle the upstream timeout case. The timeout exceeded our circuit breaker threshold and cascaded. Three action items I'm tracking: better timeout config, circuit breaker tuning, and a canary for ai agent observability platform deploys.

The cascade was the real problem. One component going down shouldn't have taken down the whole pipeline. We need bulkhead isolation — each ai agent observability platform subsystem should fail independently. Are we doing that today?

Not properly. The services share a connection pool. Under high load, a slow query in one subsystem consumes all connections and starves the others. Need separate pools with per-service limits.

That's the fix. Separate connection pools + circuit breakers per integration point. I'll write the config changes. Should be a small PR — mostly connection pool settings and a few timeout values. But it needs to go in before the next release.

Agreed — blocking change. I'll add it to the release checklist. Also adding a runbook for this scenario so ops knows exactly what to do next time without needing to page one of us.