Dev Interrupted Multi-agent orchestration in Slack | Saleforce's Kurtis Kemple
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Feb 10, 2026 Kurtis Kemple, Senior Director of DevRel at Slack who builds developer experiences for integrations, talks about Slack evolving into an agentic work operating system. He explores turning messy chat into structured context, 'leaky prompts' and triage, multi-user AI collaboration in shared workspaces, and practical ways teams can deploy agents to automate toil and handoffs.
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Slack As An Agentic Work OS
- Slack is becoming an "agentic work operating system" where humans and bots collaborate using shared context.
- That platform shift requires structured, consistent, and grounded context to keep multi-agent workflows aligned.
The Leaky Prompt Problem
- Kurtis calls "leaky prompts" the problem where user conversations drift and derail LLM interactions over time.
- The fix is supplying better contextual representations to LLMs so intent stays aligned and conversations remain on track.
Give Agents LLM-Ready Context APIs
- Provide purpose-built context APIs and real-time search tuned for LLMs so agents can synthesize across channels and threads.
- Expose the right context granularity to app developers and educate them via SDKs and patterns.