For Engineering Managers
Sprint status from the code. No standups required.
Waterline reads what is actually done and surfaces it before you have to ask.
Friday morning sprint accounting
You open GitHub, cross-reference Jira, and manually tally what actually shipped. Every two weeks. For an hour. There is a better source of truth.
Retros with no data
"We didn't hit the sprint goal" is a feeling, not a finding. Retros should show which ACs landed and which did not. Not who had the best excuse.
The standup status trap
You run standups to collect status. The status you collect is optimistic. You find out the real number at the sprint review. Waterline inverts this.
Sprint status from the code, before you have to ask.
Live sprint health, not standup snapshots
Waterline reads every merged PR and maps it to your acceptance criteria. By day 8 you know what is done and what is at risk, before anyone tells you.
Stakeholder questions have a code-sourced answer
When a stakeholder asks what shipped, you share a Waterline link. The answer comes from the code. You are no longer the translator.
Retros grounded in what the code says
That data exists in your commits. Waterline surfaces it for the retro without anyone having to pull a report.
Sprint 24 · acme/platform
Implement payment retry logic
Add webhook rate limiting
Refactor auth middleware
Notification preference centre
Waterline AUTH-255 is at 8% with 3 days left. No acceptance criteria satisfied in any merged commit.
Jira says "In Progress." Waterline shows you at 8% on day 11 of 14.
Common questions
Will my team feel watched?
Waterline reads merged code, which is already visible to everyone in GitHub. It does not track individuals, log hours, or report on who is slow. It answers questions about tickets. Engineers react positively once they realize it means fewer status pings, not more observation.
How is this different from just looking at GitHub?
GitHub tells you what was committed. Waterline answers whether what was committed satisfies the acceptance criteria from the ticket. That is a different question. A commit can touch the right files without satisfying any criteria. Waterline catches that.
How early in a sprint is the data useful?
As soon as the first pull requests start merging, Waterline has something to report. "Two of eight criteria met in code" on day 3 tells you the ticket is moving. The closer to the end of the sprint, the more complete the picture.
Does Waterline store our source code?
No. Waterline reads file content and diffs to compute a progress answer, then discards the raw source. Your code is never stored in our database or logs.
What if our acceptance criteria are not well written?
Waterline flags which criteria it could not evaluate reliably rather than returning a confident but wrong score. That signal tells you which tickets need better specs before the sprint starts.