AI AgentsArchitectureLangChain
How I Built a 6-Agent Council for Complex Decision Making
2026-01-04•Yash Rawat
In enterprise automation, single-agent systems often fail when faced with ambiguity. The solution isn't a smarter agent; it's a Council of Agents.
The Navratna Architecture
I developed a "Navratna" (Nine Gems) architecture where specialized agents collaborate. For this project, I deployed 6 core agents:
- The Omni-Architect: Deconstructs the user request.
- The Critic: Audits the plan for logical fallacies.
- The Executor: Writes the code.
- The Verifier: Runs the test suite.
This separation of concerns allows for "Conflict-Driven Optimization" - where agents debate the best path forward before writing a single line of code.