#AI Architecture

5 articles tagged with AI Architecture

What 'Superhuman Coder by 2027' Would Actually Require, Technically

Technical roadmap for 2027 AI coding. What 10M token working memory, zero-shot AST refactoring, dynamic physical execution sandboxes, and verification loops require.

8/1/202625 min read

Building a Model Router: Picking the Cheapest Model That Still Works

A step-by-step walkthrough of building a request router that sends each query to the cheapest model likely to answer it correctly, with fallback and confidence scoring baked in.

7/9/202612 min read

When to Use a Reasoning Model vs a Fine-Tuned Small Model

Two completely different ways to get a hard task right: make the model think harder at inference time, or make a smaller model already know the answer shape. Neither is universally correct.

7/6/202610 min read

Reasoning Models vs Fast Models: Choosing the Right Latency/Accuracy Tradeoff

Reasoning models think longer and get more right. Fast models answer instantly and get most things right, most of the time. Here's how I decide which one belongs in a given code path.

6/27/202610 min read

Vector-First Stacks: Re-Architecting for the AI Era in 2026

Traditional relational databases are no longer the center of the universe. Explore the rise of Vector-First Stacks and why your next app will be built around embeddings in 2026.

4/6/202612 min read