TinyFish published two engineering studies on the architecture of agent search. One describes a seven-phase production architecture with contracts of evidence and limited repetitions.

The second piece explains the deep-research system's rejection of a separate planner and subagents for each query. Details of implementation in the provided source are not disclosed.

For developers, this points to a practical priority on manageability and verifiability of agent systems. However, the conclusions are currently based on a single independent publication and its metadata, so assessing the approach's effectiveness or its dissemination is premature.