Planner-Actor-Validator Flow
More agents is all you need.
Architecture
After researching the agent designs of products like Cline and Nanobrowser, it is evident that the current state-of-the-art approach involves dividing agent responsibilities to form a fully automated workflow. Drawing inspiration from Cline’s workflow, I aim to retain human-in-the-loop design at the Plan stage, use a validator to make corrections during the Act stage, and finally update and record (possibly revise) the Plan.
Key Points
Some key design considerations:
- Plan versioning, readability, and user interaction
- Overall state transitions
Modern Agents-PAV Flow
https://wh1isper.github.io/2025/03/16/2025-03-17-planner-actor-validator-flow/