{"query":"Synthesize cases","corpusVersion":"local","generatedAt":"2026-09-13T04:40:36.349Z","results":[{"blockId":"coverage.synthesize-cases#synthesize-cases","pageId":"coverage.synthesize-cases","title":"Synthesize cases","pageTitle":"Synthesize cases","url":"https://teammately.ai/docs/coverage-engineering/synthesize-cases.md","humanUrl":"https://teammately.ai/docs/coverage-engineering/synthesize-cases#synthesize-cases","markdownUrl":"https://teammately.ai/docs/coverage-engineering/synthesize-cases.md","sectionId":"synthesize-cases","kind":"task","productArea":"coverage_engineering","score":1058.9541261006777,"reasons":["search_match","title_match","term_match"],"markdown":"# Synthesize cases\n\nSynthesize candidate cases to fill a known coverage gap without pretending synthetic examples are automatically review context."},{"blockId":"coverage.synthesize-cases#prerequisites","pageId":"coverage.synthesize-cases","title":"Prerequisites","pageTitle":"Synthesize cases","url":"https://teammately.ai/docs/coverage-engineering/synthesize-cases.md","humanUrl":"https://teammately.ai/docs/coverage-engineering/synthesize-cases#prerequisites","markdownUrl":"https://teammately.ai/docs/coverage-engineering/synthesize-cases.md","sectionId":"prerequisites","kind":"task","productArea":"coverage_engineering","score":342.5935907910327,"reasons":["search_match","page_title_match","term_match","prefix_or_fuzzy_match"],"markdown":"## Prerequisites\n\n- A named coverage gap.\n- Policies, rubrics, or dimensions that define the behavior boundary.\n- A review plan for synthetic cases.\n- A way to mark synthetic source and realism concerns."},{"blockId":"coverage.synthesize-cases#success-criteria","pageId":"coverage.synthesize-cases","title":"Success criteria","pageTitle":"Synthesize cases","url":"https://teammately.ai/docs/coverage-engineering/synthesize-cases.md","humanUrl":"https://teammately.ai/docs/coverage-engineering/synthesize-cases#success-criteria","markdownUrl":"https://teammately.ai/docs/coverage-engineering/synthesize-cases.md","sectionId":"success-criteria","kind":"task","productArea":"coverage_engineering","score":339.97237123126655,"reasons":["search_match","page_title_match","term_match","prefix_or_fuzzy_match"],"markdown":"## Success criteria\n\n- Each synthetic case maps to a named gap or boundary.\n- Reviewers can tell synthetic cases from production-derived cases.\n- Only realistic, context-complete cases affect benchmark evidence."},{"blockId":"coverage.synthesize-cases#common-failure-modes","pageId":"coverage.synthesize-cases","title":"Common failure modes","pageTitle":"Synthesize cases","url":"https://teammately.ai/docs/coverage-engineering/synthesize-cases.md","humanUrl":"https://teammately.ai/docs/coverage-engineering/synthesize-cases#common-failure-modes","markdownUrl":"https://teammately.ai/docs/coverage-engineering/synthesize-cases.md","sectionId":"common-failure-modes","kind":"task","productArea":"coverage_engineering","score":339.81166942561697,"reasons":["search_match","page_title_match","term_match","prefix_or_fuzzy_match"],"markdown":"## Common failure modes\n\n- Synthetic cases are generated for volume rather than a specific gap.\n- Cases combine many variations and obscure the failure reason.\n- Unreviewed synthetic cases enter benchmark evidence.\n- The generated case lacks the context needed for expert judgment."},{"blockId":"coverage.synthesize-cases#steps","pageId":"coverage.synthesize-cases","title":"Steps","pageTitle":"Synthesize cases","url":"https://teammately.ai/docs/coverage-engineering/synthesize-cases.md","humanUrl":"https://teammately.ai/docs/coverage-engineering/synthesize-cases#steps","markdownUrl":"https://teammately.ai/docs/coverage-engineering/synthesize-cases.md","sectionId":"steps","kind":"task","productArea":"coverage_engineering","score":334.2917754558745,"reasons":["search_match","page_title_match","term_match","prefix_or_fuzzy_match"],"markdown":"## Steps\n\n![Synthesize by tuple screen with selected ontology dimensions and a comparison benchmark selector.](/docs-assets/assets/screenshots/case-synthesizer-tuple.png)\n\nSynthesis starts from a named tuple or coverage gap, not from a generic request for more cases.\n\n1. Name the Coverage Facet tuple, Coverage Story, or Case Construction Pattern the synthesis should fulfill.\n2. Choose the Assets synthesis path or benchmark-scoped Case Foundry path.\n3. Supply representative source Cases, applicable Comparison Directions, and explicit target-system constraints.\n4. Inspect generated candidates for realism, duplication, source context, and compatibility with the intended Coverage Facets.\n5. Keep impossible, misleading, or context-incomplete candidates out of Benchmark selection.\n6. Use **Coverage Management → Case Review** for benchmark-scoped preparation and admission.\n7. Select reviewed Cases in **Benchmark Datasets** and create a Snapshot only when the intended set is ready."},{"blockId":"coverage.synthesize-cases#when-to-use-it","pageId":"coverage.synthesize-cases","title":"When to use it","pageTitle":"Synthesize cases","url":"https://teammately.ai/docs/coverage-engineering/synthesize-cases.md","humanUrl":"https://teammately.ai/docs/coverage-engineering/synthesize-cases#when-to-use-it","markdownUrl":"https://teammately.ai/docs/coverage-engineering/synthesize-cases.md","sectionId":"when-to-use-it","kind":"task","productArea":"coverage_engineering","score":319.6602745018716,"reasons":["search_match","page_title_match","term_match"],"markdown":"## When to use it\n\nUse **Assets → Cases → Synthesize** when creating reusable project Case candidates. Use **Coverage Management → Case Foundry** when the work begins from a named need in one Benchmark. In either path, generated output is candidate material until reviewed."},{"blockId":"coverage.synthesize-cases#related-troubleshooting-pages","pageId":"coverage.synthesize-cases","title":"Related troubleshooting pages","pageTitle":"Synthesize cases","url":"https://teammately.ai/docs/coverage-engineering/synthesize-cases.md","humanUrl":"https://teammately.ai/docs/coverage-engineering/synthesize-cases#related-troubleshooting-pages","markdownUrl":"https://teammately.ai/docs/coverage-engineering/synthesize-cases.md","sectionId":"related-troubleshooting-pages","kind":"task","productArea":"coverage_engineering","score":319.05691503844616,"reasons":["search_match","page_title_match","term_match","prefix_or_fuzzy_match"],"markdown":"## Related troubleshooting pages\n\n{% related-card-grid title=\"Related troubleshooting pages\" %}\n- [Synthetic cases that feel unrealistic](/docs/troubleshooting/unrealistic-synthetic-cases)\n- [Unbalanced coverage](/docs/troubleshooting/unbalanced-coverage)\n- [Unclear cases](/docs/troubleshooting/unclear-cases)\n{% /related-card-grid %}\n\n{% example-demo title=\"Fill a stale-source gap\" %}\nCoverage shows few stale-source cases. The engineer synthesizes examples with old and new policy documents, experts reject unrealistic ones, and only reviewed cases enter the benchmark candidate pool.\n{% /example-demo %}"},{"blockId":"coverage.synthesize-cases#source-confidence","pageId":"coverage.synthesize-cases","title":"Source confidence","pageTitle":"Synthesize cases","url":"https://teammately.ai/docs/coverage-engineering/synthesize-cases.md","humanUrl":"https://teammately.ai/docs/coverage-engineering/synthesize-cases#source-confidence","markdownUrl":"https://teammately.ai/docs/coverage-engineering/synthesize-cases.md","sectionId":"source-confidence","kind":"task","productArea":"coverage_engineering","score":312.0937377326499,"reasons":["search_match","page_title_match","term_match","prefix_or_fuzzy_match"],"markdown":"## Source confidence\n\nCode-backed: the Assets synthesizer defines generation input, candidate cards, and lifecycle; Case Foundry supplies benchmark-scoped coordination; Case Review supplies the preparation and admission boundary. The product does not treat generation completion as Snapshot membership."}]}