Eight open-source frameworks for building AI agents that actually work

Most AI agent tutorials teach only basic chatbots, ignoring real-world challenges.

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The fact

Eight open-source frameworks provide production architectures for autonomous agents in 2026.

These tools address orchestration, memory persistence, and reliable execution.

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