---
title: "Posts tagged \"ai\" — imlucas.dev"
description: "All blog posts tagged with "ai"."
url: https://imlucas.dev/tags/ai/
---

[← All tags](https://imlucas.dev/tags)

# #ai

2 posts

- [How to Build with LLMs: From Prototype to Production](https://imlucas.dev/blog/how-to-build-with-llms-from-prototype-to-production) (May 9, 2026 · 9 min read)
  The full arc from prototype to production: choosing the right model, designing prompts that hold up under real traffic, managing context windows, handling failures, and deploying without burning through your budget.
- [How Does a Large Language Model Actually Work? An Engineering Perspective](https://imlucas.dev/blog/how-does-a-large-language-model-actually-work) (Apr 6, 2026 · 12 min read)
  A ground-up walkthrough of the LLM stack: tokenization, transformer internals, training pipelines, and inference optimization, from an engineering perspective.