Use case
Engineering Daily
Turn recent commits, pull requests, and workflow runs into a bounded engineering briefing.
Workflows
Use cases
Operational patterns built from immutable agent versions, bounded tools, and inspectable runs.
Use case
PR Risk Reviewer
Review one pull request with bounded metadata, patch excerpts, commits, reviews, checks, and statuses.
Use case
CI Failure Analyst
Investigate one GitHub Actions workflow run with annotations-first evidence.
Use case
AI agent observability
Replace scattered scripts and chat history with run-level status, traces, usage, and latency.
Use case
Agent cost monitoring
Track token categories and estimated cost beside each run.
Use case
Scheduled AI agents
Operate recurring agents with exact version pins and explicit timezones.