# Beyond Agent Orchestration: Coordinating Humans and AI Agents

**URL:** <https://community.crewai.com/t/beyond-agent-orchestration-coordinating-humans-and-ai-agents/8001>\
**Category:** General\
**Created:** [October 30, 2026, 1:18pm UTC](https://community.crewai.com/t/beyond-agent-orchestration-coordinating-humans-and-ai-agents/8001 "2026-10-30T13:18:17Z")\
**Posts on this page:** 1\
**Page:** 1

<div class="post-metadata">

**Author:** ![Herve\_Kom](https://sea1.discourse-cdn.com/flex025/user_avatar/community.crewai.com/herve_kom/32/5337_2.png) [@Herve\_Kom](https://community.crewai.com/u/Herve_Kom)\
**Post date:** [October 30, 2026, 1:18pm UTC](https://community.crewai.com/t/beyond-agent-orchestration-coordinating-humans-and-ai-agents/8001/1 "2026-10-30T13:18:17Z")

</div>

Building multi-agent systems is becoming easier, but coordinating their work within a real development team remains a challenge.

Frameworks like CrewAI make it possible to create agents with specific roles, assign tasks, and coordinate their execution. However, once these agents become part of a larger software development workflow, another question appears:

**How do we coordinate human developers and AI agents without losing context or visibility?**

## From Multi-Agent Systems to Team Collaboration

Imagine a development team working on a new application:

- A human developer defines the requirements.

- A coding agent implements a feature.

- A testing agent checks the implementation.

- A review agent identifies potential issues.

- A human developer validates the final changes.

Each agent has a responsibility, but the team also needs a shared way to organize tasks, monitor progress, and manage execution.

## Where Sharkly.ai Fits

Sharkly.ai approaches this problem from the development workspace perspective.

It provides a shared environment where teams can:

- Assign tasks to human teammates or AI agents.

- Coordinate multiple agents working on different tasks.

- Reuse agent configurations through shared Spaces.

- Follow execution progress and review results.

- Keep humans involved in important development decisions.

Rather than replacing frameworks such as CrewAI, Sharkly.ai focuses on organizing human-agent collaboration around development tasks.

Website: [https://sharkly.ai/](https://sharkly.ai/)

Documentation: [Agents - Sharkly Docs](https://help.sharkly.ai/docs/agent-and-computer/agents)

## An Interesting Question for Agent Builders

As multi-agent systems evolve, orchestration is only one part of the problem. Teams also need task ownership, shared context, execution visibility, and human oversight.

\*\*How are you connecting your CrewAI agents to the rest of your development workflow? Are you using a separate workspace to coordinate human developers and AI agents?