--- title: 1,000 agents per person? Beware of maturity models... description: A field-level critique of Boris Cherny's (Claude Code creator) '5 Steps of AI Adoption' maturity framework. The author argues that most engineering teams are... canonical: https://daily.dev/posts/1-000-agents-per-person-beware-of-maturity-models-written-by-the-people-selling-the-tokens-dqtglkwxn twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: 1,000 agents per person? Beware of maturity models written by the people selling the tokens | daily.dev og:description: A field-level critique of Boris Cherny's (Claude Code creator) '5 Steps of AI Adoption' maturity framework. The author argues that most engineering teams are... og:url: https://daily.dev/posts/1-000-agents-per-person-beware-of-maturity-models-written-by-the-people-selling-the-tokens-dqtglkwxn og:image: https://api.daily.dev/og/posts/dQTGLkwXn.png og:image:alt: 1,000 agents per person? Beware of maturity models written by the people selling the tokens 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. # 1,000 agents per person? Beware of maturity models written by the people selling the tokens **[Medium](https://daily.dev/sources/medium_js)** · 10 min read · 0 upvotes · 0 comments ## Summary A field-level critique of Boris Cherny's (Claude Code creator) '5 Steps of AI Adoption' maturity framework. The author argues that most engineering teams are still at Level 1 (one developer, one agent) and the real work is building the harness — CI pipelines, test suites, linters, automated reviews — to safely reach Level 2. The framework's Level 4 vision of 1,000+ agents per person is criticized as a vendor sales funnel that ignores organizational reality. Key points: context engineering matters from day one (not Level 3), DORA data shows AI adoption without system mastery increases instability, and the goal should be trust in agent output rather than maximizing token consumption. The author recommends Level 2, and Level 3 for some teams, as the realistic sweet spot today. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#productivity](https://daily.dev/tags/productivity), [#ai-agents](https://daily.dev/tags/ai-agents), [#cicd](https://daily.dev/tags/cicd), [#claude-code](https://daily.dev/tags/claude-code) [View this post on daily.dev](https://daily.dev/posts/1-000-agents-per-person-beware-of-maturity-models-written-by-the-people-selling-the-tokens-dqtglkwxn) ```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":"1,000 agents per person? 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