Incident response automation is a trap. Some things should be automated. Some things absolutely should not be. Getting the line wrong is worse than automating nothing.

What to automate

1. Alert enrichment. Before a human sees an alert, automate pulling in related data: recent deploys, dependent service health, historical correlation. Save the human 10 minutes of context-gathering.

2. Known-good remediations. If an alert always has the same fix (restart service X, clear cache Y), automate the fix. But: require a human confirmation for the first 30 days before full auto.

3. Communication scaffolding. When an incident starts, auto-create the Slack channel, invite the on-call, post an initial status template, update the status page with a placeholder. Humans fill in the details.