DAIR.AI 作者分享个人 agent 团队实践

Agent-to-agent communication with a personal agent on top is wild.

Wow. I underestimated how well models like Opus 5.5 can coordinate already.

This opens a whole new set of experiences with agents.

But it takes a bit of tuning (automations, webhooks, system prompts, tooling, etc.) and retrieving context at the right time.

I don't have a perfect setup yet, but I feel like I'm already living in the future.

My agent team can do work (higher quality than I could imagine) at speeds I can't even keep up with.

It's crazy how fast things have moved in about a year.

I started with individual Claude Code sessions.

Then, just a couple of months later, I moved to multi-agent systems with subagents, parallelizing work.

Then, a couple of months ago, I built a persistent, higher-level agent team, similar to Grok Bot. Of course, with my own agent orchestrator and a team of like 8 specialized bots (CFO, CSO, CTO, CMO, CCO, CoS, etc.)

Then, about a month ago, I started playing around with agent-to-agent communication with a personal agent.

And I can tell you, most of the apps like Code and Claude Desktop are way behind. But they will catch up.

This is why I believe we should all be building our own agent orchestrator/harness. You need to personalize to what works for you, which creates an important edge. You can start with a fork; who cares. Start somewhere.

It's just mind-blowing to see agents coordinate and do things on their own that would take a village or an entire org in some cases.

Just sharing my raw thoughts here, but things will dramatically change again in the next couple of months, leading into next year.

Sharing a snapshot of one of my personal agents, Clio (Chief Content Officer), doing research all day and putting together high-quality content to inform me on things I am interested in and things I am writing about on X.