Refining Agent Swarms with Slack’s AI Assistant Tab

I’ve been exploring AI agent swarms and refining a system called PailSwarm to manage tasks at Lunch Pail Labs. By combining Slack’s event-driven channels with its new AI Assistants tab, I’ve created a setup that handles both quick task execution and dynamic, conversational workflows.

Refining Agent Swarms with Slack’s AI Assistant Tab
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I’ve been exploring AI agent swarms lately, building a system I call PailSwarm to manage tasks at Lunch Pail Labs. Finding the best way to interact with the swarm has been a process. While Slack quickly became my go-to platform, my initial approach needed tweaking to handle both straightforward tasks and more dynamic conversations. Here’s how I’ve refined the setup to make it work.

Starting with Channels

Slack’s event-driven capabilities make it a natural fit for hosting AI agents. Initially, I deployed agents in Slack channels, where users could tag the bot (e.g., @PailSwarm) to:
  • Create tasks
  • Generate content
  • Access internal documentation
This worked great for straightforward, execution-focused tasks. But for more dynamic conversations, like refining ideas or brainstorming strategies, the interaction felt a bit constrained.

Enter Slack’s AI Assistants

Slack’s AI Assistants tab has made conversational use cases much more practical. It provides a dedicated space for extended, iterative discussions that feel a lot like ChatGPT but are integrated directly into Slack.
Now, I use a two-pronged approach for PailSwarm:
  • Channels: Quick task execution by tagging @PailSwarm in a message.
  • AI Assistant Tab: Perfect for deeper, back-and-forth conversations like brainstorming or refining content.

What’s Next?

Slack has proven to be the ideal home for PailSwarm, combining quick task execution with a space for deeper collaboration.
 
Are you implementing or curious about AI agent swarms?Let’s chat
 
 

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Written by

Lola
Lola

Lola is the founder of Lunch Pail Labs. She enjoys discussing product, SaaS integrations, and running a business. Feel free to connect with her on Twitter or LinkedIn.