--- title: "Blog: AI Adoption Is Not a Strategy" url: https://daily.dev/posts/blog-ai-adoption-is-not-a-strategy-zfmxao4dd source_url: https://wawand.co/blog/posts/ai-adoption-is-not-a-strategy type: article source: "Wawandco" published: 2026-08-04T15:23:41.138Z updated: 2026-08-11T07:42:31.300Z tags: ["productivity", "ai-coding", "company-culture", "dora-metrics"] reading_time: 8 upvotes: 2 comments: 0 language: 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. # Blog: AI Adoption Is Not a Strategy **[Wawandco](https://daily.dev/sources/wawandco)** · 8 min read · 2 upvotes · 0 comments ## Summary 90% of developers now use AI coding tools, but DORA's 2025 research shows adoption alone doesn't improve delivery — and can actually harm stability. The post analyzes the 'adoption gap': AI amplifies existing organizational strengths and dysfunctions alike, with studies showing increased PR volume straining review pipelines and over 15% of AI-authored commits introducing detectable issues. The solution is DORA's AI Capabilities Model — seven practices including clear AI usage policies, high-quality internal data ecosystems, AI-accessible context, small batch sizes, internal developer platforms, continuous integration with rollback, and user-centric focus. Engineering leaders are advised to diagnose their weakest capability before expanding AI tooling, as fixing the bottleneck matters more than adding seats. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [From adoption to impact: Putting the DORA AI Capabilities Model to work](https://daily.dev/posts/from-adoption-to-impact-putting-the-dora-ai-capabilities-model-to-work-efixyb4mu) · Google Cloud · 0 upvotes · 0 comments - [DORA’s 2025 research on the impact of AI](https://daily.dev/posts/dora-s-2025-research-on-the-impact-of-ai-rxssp8auu) · Software Engineering Research · 0 upvotes · 0 comments - [What the 2025 DORA Report means for your AI strategy](https://daily.dev/posts/what-the-2025-dora-report-means-for-your-ai-strategy-hfwyfvstt) · Engineering Enablement · 6 upvotes · 0 comments --- Tags: [#productivity](https://daily.dev/tags/productivity), [#ai-coding](https://daily.dev/tags/ai-coding), [#company-culture](https://daily.dev/tags/company-culture), [#dora-metrics](https://daily.dev/tags/dora-metrics) [View this post on daily.dev](https://daily.dev/posts/blog-ai-adoption-is-not-a-strategy-zfmxao4dd)