Agent Framework Landscape
Navigate the ecosystem of agent frameworks and choose the right tools for your projects
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0 / 5 completedThe Framework Explosion
Building AI agents from scratch is complex—handling tool calling, memory management, multi-step reasoning, and error recovery requires thousands of lines of code. Agent frameworks abstract this complexity, letting you focus on your agent's logic rather than plumbing.
Since 2022, the agent framework ecosystem has exploded from a handful of options to over 20 mature frameworks, each with unique strengths. Understanding this landscape is crucial for choosing the right tool and avoiding framework lock-in.
Interactive: Framework Evolution
LangChain launched
AutoGen released (Microsoft)
CrewAI introduced
Framework explosion (20+ options)
🎯 Why Use a Framework?
Faster Development
Build agents in hours, not weeks. Pre-built components for tool calling, memory, and orchestration.
Battle-Tested Patterns
Avoid common pitfalls with proven patterns for error handling, state management, and reliability.
Rich Ecosystem
Leverage integrations with LLMs, vector databases, APIs, and hundreds of pre-built tools.