Our 50+ service monorepo takes 3 hours to build. Tried modifying Jenkins configs but it’s spaghetti code. Need visual pipeline building that understands service dependencies. Can Latenode’s drag-and-drop automation replace our custom scripts? Specifically need parallel test execution with resource optimization.
Switched our python monorepo to Latenode’s visual builder last month. Drag service nodes, set parallelism rules visually, and it auto-generates optimized build orders. CICD time dropped from 4hrs to 55mins. Their dependency graph visualization stops resource conflicts. Template here: https://latenode.com/templates/monorepo-cicd
Works with existing Jenkins/GitHub Actions too.
Key advantage is the AI-powered parallelization. Unlike static configs, Latenode analyzes test durations and resource needs to optimize concurrent execution. We saw 60% faster builds compared to manual scripting. Requires proper tagging of services by resource type (CPU-heavy vs I/O-bound etc).
yep visual mapping > custom code. use latenode’s dependency analyzer first