When you want to know whether a GET endpoint stays fast with 100k orders, do not drag the whole system into the test. Seed the right data, test through the app, and let telemetry guide the next step.
What Skillful is, why I built it, and how I use it to manage reusable AI workflows locally.
Why [Skillful](https://github.com/mastermindzh/skillful) switched from Electrobun back to Electron, and what that taught me about desktop architecture, packaging and runtime seams.
Distributed systems promise scalability and flexibility, but they come with a cost. Once you cross that boundary, everything gets harder.
Most architectural problems are boundary problems. Knowing where to draw the line, and when to redraw it, is one of the hardest parts of building software systems.