agent-workflow

Design multi-agent workflows by translating business problems into scoped agent architectures, mapping needs across an 8-layer framework that covers inputs, prompts, memory, and tool integrations. It provides reusable orchestration patterns to structure your system reliably.

Choose a single agent for simpler, scoped tasks and a multi-agent system when your workflow requires complex orchestration, diverse tool integrations, and distributed memory. Architecture planning recommends the optimal setup by evaluating your specific inputs, error recovery needs, and quality control requirements.

Integrate MCP and external APIs by applying structured tool integration patterns that ensure safe tool calling and reliable data retrieval. The design process maps tool use within the agent architecture, handling inputs, error recovery, and structured outputs.

Structure prompts and memory by breaking down the problem into purpose, system instructions, and memory design within an 8-layer framework. Practical templates guide configuring memory and interface design to maintain context and produce structured outputs.

Add error recovery and quality control across the agent stack by applying structured workflow architecture patterns. The design framework requires clear handling of error states and delivery guardrails to ensure agents produce reliable outputs.

Yes, you can improve existing agents by applying the architecture planning framework to audit and refine current tool integrations, memory, and system instructions. It helps identify scope issues and restructure workflows for better quality control without over-engineering.