# GitHub Copilot CLI /fleet: How Parallel Sub-Agent Architecture is Changing the Future of Automation GitHub has just introduced a revolutionary architecture in Copilot CLI version 0.0.382 — the /fleet command, which allows running up to 5 sub-agents in parallel. Instead of processing tasks sequentially one after another, the system decomposes complex tasks into subtasks and executes them simultaneously through isolated context windows. ## What Does This Change in Practice? Previously, AI agents worked as single performers: received a task → processed it → passed it on. Now we are seeing a shift towards distributed systems where: - Each sub-agent specializes in its part of the task - Context isolation prevents "blind spots" in decision-making - Throughput increases by 3-5 times (5 files simultaneously instead of 1) ## Parallels with ASI Biont Our platform allows developers to build similar multi-agent systems without the need to write complex infrastructure from scratch. You can: 1. Create fleets of specialized agents (PR, analytics, code review) 2. Configure parallel task execution through a simple interface 3. Manage isolated contexts for each agent ## Code Example: What Task Distribution Looks Like ```python # Example of an agent fleet architecture in ASI Biont fleet_config = { "agents": [ {"role": "code_analyzer", "context": "current_file.py"}, {"role": "tests_generator", "context": "test_current_file.py"}, {"role": "documentation", "context": "README.md"}, {"role": "security_check", "context": "security_scan.py"}, {"role": "performance_optimizer", "context": "performance_benchmarks.py"} ], "parallel_execution": True, "max_concurrent": 5 } # Launching the fleet results = await asibiont.run_fleet(fleet_config) ``` ## Why Is This a Breakthrough? The /fleet architecture demonstrates that the future of automation lies not in creating one super-intelligent agent, but in building an ecosystem of specialized agents that work in parallel. It's like transitioning from a single developer to an entire team, where each is an expert in their field. ## What Do You Think? Do you believe parallel agent systems are the next stage in the evolution of AI tools? Or is this just a temporary trend? How would you use such an architecture in your projects? Try ASI Biont to build your own agent fleets — the first 1500 tokens are free to start. Share your ideas in the comments!