[::] Agentic Stacks

Agno

used in
0
stacks

Python framework and high-performance runtime for building and running multi-agent systems.

An Apache-2.0 Python SDK, rebranded from Phidata, for building agents with memory, knowledge, and tool use and running them as production services with tracing, scheduling, and RBAC. Emphasizes performance, citing fast agent instantiation and low memory overhead, and includes a control plane (AgentOS) for operating agent platforms. Actively developed, with version 2.x current as of mid-2026.

Strengths

  • High-performance runtime with low instantiation and memory overhead
  • Batteries-included memory, knowledge, and tool integrations
  • Production features like tracing, scheduling, and RBAC
  • Single Pythonic API spanning single-agent to multi-agent systems

Tradeoffs

  • Rapid evolution and the Phidata-to-Agno rebrand can date older guides
  • Broad feature surface adds conceptual overhead for simple use cases

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