--- title: Why AI gains are unevenly distributed in your... description: A curated newsletter exploring why AI productivity gains are unevenly distributed across engineering teams. Topics include the shift toward cloud-based... canonical: https://daily.dev/posts/why-ai-gains-are-unevenly-distributed-in-your-engineering-team-asana-s-arnab-bose-hhhlkhvad twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Why AI gains are unevenly distributed in your engineering team | Asana’s Arnab Bose | daily.dev og:description: A curated newsletter exploring why AI productivity gains are unevenly distributed across engineering teams. Topics include the shift toward cloud-based... og:url: https://daily.dev/posts/why-ai-gains-are-unevenly-distributed-in-your-engineering-team-asana-s-arnab-bose-hhhlkhvad og:image: https://api.daily.dev/og/posts/hHHLKhvad.png og:image:alt: Why AI gains are unevenly distributed in your engineering team | Asana’s Arnab Bose 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. # Why AI gains are unevenly distributed in your engineering team | Asana’s Arnab Bose **[Dev Interrupted](https://daily.dev/sources/devinterrupted)** · 4 min read · 0 upvotes · 0 comments ## Summary A curated newsletter exploring why AI productivity gains are unevenly distributed across engineering teams. Topics include the shift toward cloud-based software factories, the risks of removing human code review from agentic pipelines, how bloated AI agent org charts amplify organizational chaos via a variant of Conway's Law, the widening productivity gap between elite AI teams and others, the importance of preserving iterative design context across AI handoffs, and the hidden cost of noisy sub-agents polluting orchestrator context windows. Features an interview with Asana CPO Arnab Bose on agentic work management and Asana's acquisition of Stack AI. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [The Reality of AI in Engineering: Why Productivity Gains Get Absorbed by System Constraints](https://daily.dev/posts/the-reality-of-ai-in-engineering-why-productivity-gains-get-absorbed-by-system-constraints-rvc84zzir) · SD Times · 0 upvotes · 0 comments - [7 Unexpected Ways AI Makes Your Team Faster](https://daily.dev/posts/7-unexpected-ways-ai-makes-your-team-faster-6artqqh9j) · Kilo Blog · 0 upvotes · 0 comments - [The AI Joy Gap: Why Some Developers Thrive While Others Struggle](https://daily.dev/posts/the-ai-joy-gap-why-some-developers-thrive-while-others-struggle-suvg9hyo1) · InfoQ · 0 upvotes · 0 comments --- Tags: [#tech-news](https://daily.dev/tags/tech-news), [#ai-agents](https://daily.dev/tags/ai-agents) [View this post on daily.dev](https://daily.dev/posts/why-ai-gains-are-unevenly-distributed-in-your-engineering-team-asana-s-arnab-bose-hhhlkhvad) ```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":"Why AI gains are unevenly distributed in your engineering team | Asana’s Arnab Bose","url":"https://daily.dev/posts/why-ai-gains-are-unevenly-distributed-in-your-engineering-team-asana-s-arnab-bose-hhhlkhvad","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/why-ai-gains-are-unevenly-distributed-in-your-engineering-team-asana-s-arnab-bose-hhhlkhvad"},"datePublished":"2026-08-04T16:45:44.392Z","dateModified":"2026-08-04T16:54:23.326Z","description":"A curated newsletter exploring why AI productivity gains are unevenly distributed across engineering teams. 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