Latest AI Adoption in ALM topics

Topic	Replies	Activity
When AI Defect Prediction Misses Critical Bugs: Our CI/CD Release Gate Learning Curve use-case , ci-cd , ai-adoption , piloting , model-drift , quality-gates , alm-ai , defect-prediction , false-negatives	6	February 20, 2025
AI spanning requirements, test management, and CI/CD—how are you connecting the dots? discussion , ci-cd , test-automation , scaling , ai-adoption , llm , alm-ai , self-healing-tests , risk-prediction	7	February 20, 2025
Recovering 22K Builds with ML-Based Flaky Test Detection Platform use-case , ci-cd , devops , scaling , ml-models , ai-adoption , test-prioritization , alm-ai , flaky-test-detection	3	February 19, 2025
Managing AI fatigue in dev teams—how to build sustainable trust? question , governance , change-management , workflow-alignment , ai-adoption , piloting , alm-ai , ai-fatigue	4	February 19, 2025
How do you balance GDPR deletion requirements with AI Act 10-year retention for audit trails? question , gdpr , audit-trails , sox-compliance , ai-adoption , piloting , explainability , alm-ai , iso-42001	3	February 19, 2025
AI code assistants everywhere, but dev teams still double-checking everything—how to bridge the trust gap? discussion , change-management , testing-automation , ai-adoption , piloting , alm-ai , developer-experience , code-review	6	February 19, 2025
Shipping AI-generated code at scale: how do you bridge the confidence gap? question , code-quality , ai-adoption , piloting , ai-assisted-development , alm-ai , cognitive-load , developer-experience	6	February 19, 2025
How are teams balancing AI test prioritization with full regression coverage? question , ci-cd , test-automation , regression-testing , ai-adoption , llm , piloting , alm-ai , defect-prediction	4	February 19, 2025
Continuous SOX Monitoring with AI in Our Financial Close Process use-case , audit-trails , sox-compliance , anomaly-detection , ai-adoption , erp-ai , continuous-monitoring , operating , financial-controls	4	February 19, 2025
Choosing AI Test Automation Architecture: Multi-Model vs Single-Model vs Retrofitted discussion , scaling , roi , ai-adoption , test-prioritization , alm-ai , self-healing-tests , flaky-test-detection , multi-model-ai	6	February 18, 2025
How do you validate AI-generated acceptance criteria before teams start building? question , nlp , ai-adoption , exploring , acceptance-criteria , requirements-traceability , alm-ai , backlog-hygiene , user-stories	7	February 18, 2025
AI defect prediction letting critical bugs slip through—how to catch false negatives before production? question , ci-cd , ai-adoption , piloting , model-drift , release-gates , alm-ai , defect-prediction , false-negatives	7	February 18, 2025
Balancing LLM-generated test coverage with execution time in CI/CD – how do you filter the noise? question , ci-cd , test-automation , ai-adoption , llm , piloting , alm-ai , test-generation , self-healing-tests	5	February 16, 2025
Embedding Explainability and Audit Trails in AI-Driven ALM: How Are You Handling SOX and ISO Compliance? discussion , scaling , data-lineage , audit-trails , sox-compliance , ai-adoption , explainability , alm-ai , iso-42001	5	February 15, 2025
Best approach to validate requirement quality before AI-generated tests question , nlp , ai-adoption , exploring , acceptance-criteria , requirements-quality , alm-ai , backlog-hygiene , ears-notation	6	February 15, 2025
Recalibrating AI defect prediction after false-negative spike in production use-case , ci-cd , scaling , ai-adoption , model-drift , quality-gates , alm-ai , defect-prediction , false-negatives	6	February 15, 2025
Scaling requirements quality checks without drowning in manual reviews discussion , traceability , nlp , ai-adoption , exploring , requirements-quality , alm-ai , backlog-hygiene , gherkin	5	February 14, 2025
Flaky test detection at scale: ML model vs heuristics vs hybrid? question , ci-cd , scaling , ai-adoption , flaky-tests , test-maintenance , test-prioritization , alm-ai , self-healing	6	February 14, 2025