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Waterline connects your GitHub repositories to your issue tracker — Jira, GitHub Issues, or Asana — and tells you what percentage of each ticket’s acceptance criteria are satisfied by your codebase, at the function and class level. Instead of manually checking PRs to understand if a feature is done, Waterline does the analysis automatically. Given a ticket key, it returns a progress percentage with a breakdown of which acceptance criteria are covered, which are in progress, and which have no evidence yet.

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Who it’s for

  • Engineering managers who want a live signal on ticket completeness without reading diffs
  • Developers who want to confirm their implementation covers all acceptance criteria before closing a ticket
  • QA engineers who want a structured view of what’s implemented before writing test cases

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How it works

1

Connect your repo

Authorize Waterline to read your GitHub repository. Waterline builds a semantic index of your codebase — every function, class, and method is understood in context.
2

Connect your issue tracker

Link Jira, GitHub Issues, or Asana via OAuth. Waterline reads ticket summaries, descriptions, and acceptance criteria.
3

Analyze a ticket

Enter a ticket key (e.g. PROJ-123). Waterline finds the most relevant code for that ticket, scores it against each acceptance criterion, and produces a structured result.
4

Get a progress score

Each criterion is scored SATISFIED, PARTIAL, or UNSATISFIED. The overall score is the percentage of criteria with clear code evidence — honest and explainable, not a guess.

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Key properties

Function-level precision

Waterline understands your codebase at the function and class level — not just file names. It pinpoints exactly which code addresses each acceptance criterion.

Stable scoring

The progress percentage comes from consistent thresholds, not a raw LLM output. Scores are stable — they change when code or ticket content changes, not between re-runs.

Kept current

Every push to your repo triggers an automatic incremental re-index. No manual action required.

No infrastructure

Fully managed. No LLM keys to configure, no database to run, no vector store to provision. Connect your repo and start analyzing.

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Your code stays yours

Waterline reads your repository to build its index — it never stores your raw source code. Waterline never takes action in your tools without your permission. Jira issues are never modified. GitHub repos are never written to. Asana tasks are only updated when you explicitly enable auto-close.

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Next steps