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I’ve recently engaged with several partners to develop some brownfield sites for AI data centers. I’m looking to connect with AI developers who are purchasing their own hardware. I would like your feedback to ensure our DCs are meeting the modern developers hardware needs. If you’ve ever deployed your own AI hardware, please leave a comment about your experience.

I've spent the past year working on AI agents and copilots to help small to medium-sized businesses. In most cases, I've hit roadblocks due to integrating with their booking platforms.

So far, I've just built integrations as they come, but it's definitely hard to scale. Even with AI coding tools, there's a lot to keep track of.

Have any of you found a solution? I'm particularly looking at service booking and appointment scheduling, think hair salons, med spas, and HVAC providers.

I guess I'm looking for something like a Twilio or Plaid that provides a clean API on top of a bunch of messy integrations. Is this out there? Is it worth building if it isn't?

About a year ago, I started trying to build an AI agent to help businesses nurture cold leads (think a hair salon's old clients). My app fell flat when I realized how many of the book solutions didn't support integrations, and those that did often limited the integrations to higher tiers.

Coming back a year later and maybe a little wiser, I decided to take another stab at it, but this time I decided I'd build my own integration. I started using Playwright to create a browser automation that allowed my AI agent to book directly in a business's calendar. No integration required!

We're still testing the waters to see if this is received favorably by business owners. Particularly in platforms where they're locked in without needed integrations.

But I also realize this must be a ripe area for engineers to be building, but honestly I don't see a lot out there yet. Despite the maturity of browser automation tech, why aren't there more AI agents connecting to websites? I think what I've build could be useful to other engineers who want to connect their agents to proprietary systems, but don't want to manage the browser automation themselves.

Am I fooling myself? Is there a good reason why this isn't mainstream?