Problem Description

Right now Agno support instructions as only field that support function as input for dynamic prompting.

I'm using Langfuse for prompting, because I want to change my agents behavior without commits and system restart - but I'm unable to do so because of static prompt - I'm always need to restart my agents.

I also use dynamic prompting for all of agent's fields, for example:

faq_agent = Agent(
    id="faq_agent",
    # FIXME: caching and live-updating doen't work becuase of langfuse AND agno
    name=langfuse.get_prompt("faq_agent/name", cache_ttl_seconds=30).compile(),
    role=langfuse.get_prompt("faq_agent/role", cache_ttl_seconds=30).compile(),
    description=langfuse.get_prompt("faq_agent/description", cache_ttl_seconds=30).compile(),
    instructions=langfuse.get_prompt("faq_agent/instructions", cache_ttl_seconds=30).compile,
    expected_output=langfuse.get_prompt("faq_agent/expected_output", cache_ttl_seconds=30).compile(),
    ...

notice that only instructions are .compile and every other field is .compile()

Proposed Solution

Please make all prompt-related fields dynamic, so I can change agent's (team and workflow as well) behavior, name, etc. at runtime using dynamic prompting

Alternatives Considered

No response

Additional Context

No response

Would you like to work on this?

• Yes, I’d love to work on it!
• I’m open to collaborating but need guidance.
• No, I’m just sharing the idea.