--- title: "AI Skeptic to AI Pragmatist" url: https://daily.dev/posts/ai-skeptic-to-ai-pragmatist-ayf8wltkl source_url: https://blog.lhotka.net/2025/11/25/AI-Skeptic-to-AI-Pragmatist type: article source: "Programming Digest" published: 2025-12-07T19:22:19.813Z updated: 2025-12-07T19:22:39.795Z tags: ["ai", "github", "productivity", "llm", "prompt-engineering"] reading_time: 13 upvotes: 28 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. # AI Skeptic to AI Pragmatist **[Programming Digest](https://daily.dev/sources/programmingdigest)** · 13 min read · 28 upvotes · 0 comments ## Summary A developer shares their journey from AI skepticism to pragmatic adoption after months of hands-on experience with LLMs and AI coding assistants. Key learnings include the importance of providing structured context (who, what, why, how), treating AI as a collaborator rather than magic, using git commits as save points, switching between models for different tasks, and creating MCP servers for framework-specific knowledge. The author emphasizes that AI requires a learning curve and intentional practice to use effectively, advocating for industry discussions that acknowledge AI's utility while addressing ethical concerns. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [I struggled to code with AI until I learned this workflow](https://daily.dev/posts/i-struggled-to-code-with-ai-until-i-learned-this-workflow-habxlgdyu) · System Design Newsletter · 89 upvotes · 3 comments - [A Pragmatic Look at AI and LLMs in Software Development Workflows](https://daily.dev/posts/a-pragmatic-look-at-ai-and-llms-in-software-development-workflows-usqznwnuk) · Tighten · 0 upvotes · 0 comments --- Tags: [#ai](https://daily.dev/tags/ai), [#github](https://daily.dev/tags/github), [#productivity](https://daily.dev/tags/productivity), [#llm](https://daily.dev/tags/llm), [#prompt-engineering](https://daily.dev/tags/prompt-engineering) [View this post on daily.dev](https://daily.dev/posts/ai-skeptic-to-ai-pragmatist-ayf8wltkl)