Analysis
- Dependency Mapping: Discover hidden links between issues, PRs, and incidents across source systems.
- Health Scoring: Compute backlog health, sprint completion risk, and incident severity from live data.
- Impact Analysis: Assess blast radius of a schema change or release before it ships.
Drafting
- Status Updates: Write sprint summaries, incident briefs, and release notes from the entity graph.
- Ticket Refinement: Expand vague tickets with context from related PRs, design files, and past incidents.
- Post-Mortem Drafts: Compile timeline, root cause evidence, and action items from event history.
Review
- Readiness Check: Validate that a release has all required approvals, tests, and monitoring in place.
- Code Context Review: Surface linked issues, test results, and incident history for a PR.
- Sprint Review Prep: Assemble what shipped, what blocked, and what changed since the last review.
Forecasting
- Completion Prediction: Estimate epic or sprint completion based on velocity, blockers, and incident rate.
- Incident Trending: Predict incident types likely to recur based on release and change patterns.