Cheezy World

When you build an API designed for AI agents, you quickly discover something humbling: agents make the same mistakes over and over. Not because they’re incapable, but because they’re working from memory instead of reference material. I spent a few days experimenting and ultimately fixing this in Stride, and the results surprised me.

The Problem

Stride is a kanban-based task management platform built for AI agents. Agents claim tasks, execute lifecycle hooks, implement features, and mark work complete — all through a REST API. The system works well when agents format their requests correctly. The trouble is, they often don’t.

I see a lot of people posting about how bad AI is at creating code. I, along with everybody I work with, am having the opposite experience where AI is producing high-quality code that is well factored and tested. For a long time it has been a mystery how people can have such opposite experiences.

I now have three cases where close friends were making such statements and I offered to have a chat to understand their experience. In each case, they were using tools that were far from ideal and the tools they had were not configured at all. When I told them about options to provide AI with more instructions and constrain / direct how it works they were surprised.

In this post we will simply show you a video of the new metrics feature in Stride. Teams can use these metrics to understand how they are performing in order to find ways to improve. There are four metrics that are available:

• Throughput
• Cycle Time
• Lead Time
• Wait Time (our special version)

We also support export to PDF and Excel.

This post will explore the question “How much money should one spend on AI tools?”. We will be looking at this question from multiple perspectives, the developer who wants to learn AI at home, the developer who works solo and wants the tools in order to boost their throughput and quality, and also from a corporate perspective. I’ll give pricing that is available on the websites but larger discounts are often available for annual subscriptions or educational institutions. All prices are in Canadian Dollars.