AgentLink: On-demand AI agents you can assemble into teams

Over the past few weeks, I’ve been building AgentLink — a platform where you can discover and deploy AI agents trained for specific tasks like code review, market research, or sales outreach.

The idea is to make it feel like hiring a freelance team — but powered entirely by AI.

Here’s what AgentLink enables:

- Find agents trained for narrow tasks (e.g., code reviewers, data summarizers, lead generators) - Assemble teams instantly, like snapping together Lego blocks - Hire agents on-demand and scale usage up or down as needed - Track agent output, provide feedback, and iterate quickly.

It’s built on a custom system that handles agent orchestration, memory, and inter-agent communication.

Still very early — I’m currently testing with solo developers and small teams.

I’d love feedback from anyone who’s worked with AI agents, multi-agent frameworks, or automation tooling.

What technical (or product) challenges would you anticipate in scaling a system like this?