Agentic Model & Framework Volatility: Risks for Production

Channel:

LLMs Explained - Aggregate Intellect - AI.SCIENCE

Subscribers:

22,300

Published on June 30, 2025 2:00:01 PM ● Video Link: https://www.youtube.com/watch?v=-nlb9YrPPlw

Duration: 0:00

42 views

1

In this candid and insightful session, we discussed the lack of production readiness in current agent frameworks like AutoGen and LangChain, emphasizing real-world developer frustrations. Their core concerns fall into three main categories: maintainability, version instability, and opaque agent behavior all of which present major challenges when building systems meant for reliable deployment.

This is a honest reflection that underscores what still needs to be fixed before agentic systems can be trusted in production environments.

#AgentFrameworks #AutoGen #LangChain #LLMs #AIAgents #DevExperience #ContainerizedAI #MLops #VersionControl #DebuggingAI #AIEngineering #LangGraph #OpenSourceAI