You give your AI coding agent a task. It gets to work. Thirty tool calls later you have code — and it’s not what you needed. The agent understood the words but missed the intent. It made a dozen small decisions that individually seemed reasonable, and collectively built the wrong thing. This isn’t a capability […]

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As we move deeper into the era of AI-native development, the “chat box” is quickly becoming the floor, not the ceiling. As a heavy user of Cursor, I’ve spent the last year thinking about how to move from simple prompt-response cycles to true agentic workflows. The core of this evolution lies in how we manage […]

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