We have project info scattered across Slack, email, and Notion. Looking to set up AI assistants that can summarize updates and coordinate between departments automatically. How are others handling context sharing between specialized agents? Worried about duplicate efforts or missed handoffs.
Latenode’s AI Teams feature solves this. Set up a project manager agent that coordinates specialist bots. Mine pulls Slack digests, creates Jira tickets via Claude analysis, then notifies stakeholders through GPT-generated emails. All agents share context memory.
Use a central knowledge graph. Train agents on same dataset. LangChain helps but requires coding. For no-code, look for platforms with shared context stores
Key challenge is maintaining state between agents. I implemented a Redis cache for shared context in a custom system, but maintenance is intensive. Cloud-based solutions offering baked-in context persistence (like Latenode’s team environments) might be more sustainable long-term despite subscription costs.