AI

The first AI Agent built for professional software engineers and large codebases

In order to fully utilize the agentic capabilities of GPT-4.1, we recommend including three key types of reminders in all agent prompts. The following prompts are optimized specifically for the agentic coding workflow, but can be easily modified for general agentic use cases.

If you want to automate actions on a website, like repeatedly fill out a form, you normally can't do it with AI apps like Cursor or Claude because they don't have access to a web browser. With Browser MCP, you can connect AI apps to your browser so they can automate tasks on your behalf.

The point of middleware is always the same— integrate things on one side with things on the other side. The promise is always that betting on the middleware allows a single party to avoid relying on any instance of one side of the equation while being able to take advantage of the full breadth of market capabilities on the other side. Middleware is

... See more

Middleware never quite lives up to these promises in practice. MCP, if history is any guide, will go down one of two paths:

1. Everyone will use it.




2. Everyone but one key platform will use it

When (1) happens two things will be true. First, no one will effectively monetize it. Second, every vendor will also add unique aspects to how they consume (client)

... See more

Model benchmarks are seriously lacking. With Vals AI, we report how language models perform on the industry-specific tasks where they will be used.

But the bigger loss of human agency comes from the billions of people that use these apps. These deep learning AIs are designed to maximize the time we all spend on these apps. While you are reading this memo, you are probably jonesing to switch over to Instagram or TikTok. It turns out when an app company doesn't care about content and asks an AI ... See more