How AI is applied across API Evangelist and APIs.io. Read my AI disclosure →
API Evangelist API Evangelist
Discovery
Learnings
Guidance
Toolbox
Alignment
API Evangelist LLC

From chaos to context: Building an AI dev workflow

calendar_today August 19, 2026 person Gregory Havenga domain gitlab

There’s a particular kind of frustration that happens when prompting an AI assistant with the same correction multiple times in a single session. The marvels of modern large language models (LLMs) make it so you’re working with the most enthusiastic apprentice you’ll ever have. However, that apprentice also happens to be an amnesiac.

open_in_new Read original post