From One Agent to Many
TL;DR
Agent coordination tools have gone from complex infrastructure to something you can set up in an afternoon. Projects like Superset, Cline Kanban, and Paperclip make it easy to run multiple agents in parallel on your own work, while claw-code shows what happens when agents coordinate themselves autonomously. Trail of Bits proved it works at the organizational level too by building a system, not just handing out licenses.
So working with an AI agent has been pretty revolutionary for me. It has allowed me to automate and run jobs and workflows that would have normally occupied most of my time, now in a much simpler manner, independent of my time invested. This isn't news; I think everybody sees this experience shared by many online. What I'm seeing more and more now is the ease or the accessible ability to coordinate many agents that then obviously multiplies your effectiveness. This coordination of agents is happening in the spaces of software development, of personal agents, and even in a more abstract way within organizations.
I don't mean to add to the pressure that is very palpable for many of us, where there is a sense that you are being left behind. I do want to encourage everybody, with a strong sense of urgency, to start engaging with these tools, because it takes some time to truly understand the shift in possibilities and to understand the realm of productive environments that are now available with this technology.
Now, agent coordination and orchestration is nothing that's necessarily new. There are examples of this going back a bit, but what is new is that I am seeing new projects come online and become available that make it really easy to implement these sorts of orchestrated environments for running multiple agents. So I have several examples of this and then one tangential example of how an organization has coordinated agents and people using agents at scale and thoroughly throughout the organization. I thought that this was an important use case to include here because the findings and results are pretty significant. This is another example of just how quickly things are evolving.