Writing
Notes from production
What we learn building and running AI systems for real operations.
- 06 Oct 2026
Code Was Never the Bottleneck: What 400 Orgs Learned From a Year of AI Coding Tools
DX's data from more than 400 organizations shows a median 7.7% productivity gain from AI coding tools. Most of the time is lost in parts of delivery that code generation never reaches.
5 min read - 02 Mar 2026
3 Things You're Probably Getting Wrong About AI Chatbots
Chat interfaces like ChatGPT, Claude, and Gemini reveal sharp limits when building real AI products. These misconceptions lead to failures.
3 min read