Replace PagerDuty
Why builders leave PagerDuty
- Alert fatigue — too many false positives with no intelligent filtering
- Expensive per-seat pricing for on-call teams
- Escalation policies are rigid — can't adapt to context
- No ability to auto-investigate or auto-remediate common incidents
Agent-native alternatives
What you gain
Agent-native monitoring classifies alerts by actual severity, not static thresholds
Agents can pull logs, check recent deploys, and correlate signals before paging anyone
Escalation decisions factor in who deployed last, time of day, and blast radius
Usage-based pricing replaces per-seat licensing
Migration path
Set up observability agents
Deploy Langfuse or Helicone alongside PagerDuty. Route the same signals to both.
Train the triage agent
Feed 30 days of PagerDuty incident history to your agent. Let it learn which alerts were actionable vs. noise.
Shadow mode
Run the agent in shadow mode — it classifies incoming alerts but doesn't act. Compare its decisions to your on-call team's.
Verdict
The agent-native monitoring space is early. Replace PagerDuty if you're drowning in alert fatigue and have engineering capacity to build the triage layer. If compliance is a hard requirement, keep PagerDuty as the outer shell and use agents for intelligent pre-filtering.