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The gap between an agent using tools and a deep research system is orchestration, grounding, and inspectable deliverables. Agno Workflows define an explicit step graph. Run steps in parallel, in loops, or one after the other.
That is a five-step review with a parallel deep-dive. The same shape holds for other research mandates: swap the agents and the prompt. Attach a database to the Workflow to keep each run’s input, step outputs, and final result.

Guides

Orchestration patterns

Route, coordinate, broadcast, task, and explicit Workflow pipelines.

Parallel investigation

Fan specialists out at once, synthesize the results.

Grounding research

Mandate in the prompt, a library in RAG, prior work on disk.

Structured deliverable

Return a typed decision and preserve the supporting memo.

Institutional learning

Share reviewed learnings through a common store and namespace.

Serve and embed

Put the pipeline behind an API for Slack, cron, and dashboards.

Developer Resources