Solutions

Automate the toil around the code

PR triage, release notes, incident summaries, dependency watch — agents handle the process work that surrounds shipping.

What engineering teams automate first

Standards enforced on every diff before human review.

Changelogs drafted from actual commits and tickets, not memory.

Timelines and postmortem drafts assembled from Slack and monitoring.