--- title: Your Integration Team Isn’t Slow. It’s Debugging Half... description: Integration engineering teams spend 40–60% of their time debugging pipelines rather than building new functionality. Two structural causes drive this:... canonical: https://daily.dev/posts/your-integration-team-isn-t-slow-it-s-debugging-half-the-week--3lsucvtn9 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Your Integration Team Isn’t Slow. It’s Debugging Half the Week. | daily.dev og:description: Integration engineering teams spend 40–60% of their time debugging pipelines rather than building new functionality. Two structural causes drive this:... og:url: https://daily.dev/posts/your-integration-team-isn-t-slow-it-s-debugging-half-the-week--3lsucvtn9 og:image: https://api.daily.dev/og/posts/3lSuCVTN9.png og:image:alt: Your Integration Team Isn’t Slow. It’s Debugging Half the Week. og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Your Integration Team Isn’t Slow. It’s Debugging Half the Week. **[Medium](https://daily.dev/sources/medium_js)** · 4 min read · 0 upvotes · 0 comments ## Summary Integration engineering teams spend 40–60% of their time debugging pipelines rather than building new functionality. Two structural causes drive this: inadequate monitoring (e.g., SAP CPI's limited out-of-box observability) and migration projects that start from scratch every time. Tarento's iVolve framework is highlighted as addressing the migration side through automation, with benchmarks showing 30–80% effort reduction depending on the source/target platform combination. The post emphasizes keeping different effort-reduction metrics separate to avoid misleading comparisons, and argues that fixing both monitoring and migration reuse eliminates the root conditions behind the lost time. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Why Your Engineering Team Is Slow \(It's the Codebase, Not the People\)](https://daily.dev/posts/why-your-engineering-team-is-slow-it-s-the-codebase-not-the-people--uubshdpiu) · Ruby Flow · 1 upvotes · 0 comments - [We halved our continuous integration pipeline](https://daily.dev/posts/we-halved-our-continuous-integration-pipeline-w7assusoy) · LeadDev · 0 upvotes · 1 comments - [Most SAP migrations bust budgets and deadlines, study finds](https://daily.dev/posts/most-sap-migrations-bust-budgets-and-deadlines-study-finds-loeddchgg) · The Register · 0 upvotes · 0 comments - [Is Your CI/CD Tool Helping or Hindering Performance?](https://daily.dev/posts/is-your-ci-cd-tool-helping-or-hindering-performance--ukvg1azph) · JetBrains · 1 upvotes · 0 comments - [My Team's Experience Moving from AWS to a PaaS](https://daily.dev/posts/my-team-s-experience-moving-from-aws-to-a-paas-zpsudj7aa) · freeCodeCamp · 1 upvotes · 0 comments --- Tags: [#sap](https://daily.dev/tags/sap) [View this post on daily.dev](https://daily.dev/posts/your-integration-team-isn-t-slow-it-s-debugging-half-the-week--3lsucvtn9) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Your Integration Team Isn’t Slow. 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