AI × AEC · CURATED INSIGHT
Experts Advise Focusing on Modular AI Skills and Orchestration Before Full Agents
AI assistants · AI coding · Enterprise AI
An industry expert advises companies building AI agent systems to focus first on independently testable skills with clear inputs and outputs, connecting them via an orchestration layer instead of pursuing fully autonomous agents upfront.
Experts suggest separating workflows from agents when developing AI systems. Teams should design skills like modular APIs, clearly distinguish instructions from state and knowledge, and use an orchestration layer to manage context and execution paths effectively.
Key takeaways
- Building modular, testable skills connected by an orchestration layer maintains workflow predictability while allowing AI to handle high-value decisions.
- Separating instructions, state, and knowledge while managing context carefully helps prevent token bloat, latency, and debugging difficulties.
Source：科技報橘 Read the original ↗
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