--- title: "Your AI roadmap is already out of date" url: https://daily.dev/posts/your-ai-roadmap-is-already-out-of-date-u3g28eyag source_url: https://leaddev.com/ai/your-ai-roadmap-is-already-out-of-date type: article source: "LeadDev" published: 2026-08-24T09:47:43.379Z updated: 2026-08-24T09:48:01.231Z tags: ["career", "ai-agents", "leadership", "technical-debt"] reading_time: 7 upvotes: 0 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. # Your AI roadmap is already out of date **[LeadDev](https://daily.dev/sources/leaddev)** · 7 min read · 0 upvotes · 0 comments ## Summary An engineering leader shares a framework for setting technical direction in AI product development, where best practices shift roughly every quarter. The approach centers on three practices: sorting decisions into costly-to-reverse commitments (like architecture and interfaces) versus reversible experiments (like model choice and prompts); presenting roadmaps to leadership as explicit assumptions rather than firm conclusions so plans can be revised without losing credibility; and building the thinnest possible end-to-end slice of a feature before committing to a full architecture. Examples are drawn from a personal AI agent project involving calendar and email automation. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Roadmap decisions rather than dates.](https://daily.dev/posts/roadmap-decisions-rather-than-dates--e5gpoawfe) · Irrational Exuberance · 0 upvotes · 0 comments --- Tags: [#career](https://daily.dev/tags/career), [#ai-agents](https://daily.dev/tags/ai-agents), [#leadership](https://daily.dev/tags/leadership), [#technical-debt](https://daily.dev/tags/technical-debt) [View this post on daily.dev](https://daily.dev/posts/your-ai-roadmap-is-already-out-of-date-u3g28eyag)