🚀 Hello everyone -- ControlFlow 0.9 is out! ControlFlow is our Python framework for building agentic AI workflows. Here's what's new: prefect rocket Streamlined dev experience with

cf.run()

Start with a one-liner, then gradually take control of the entire agentic loop, as needed:

summary = cf.run("Summarize this article", context=dict(article=article))

🧠 Stateful Flows + History Every action is tracked automatically, so you can maintain context across multiple agent turns, even if you run custom Python code in between. ⚙️ Rewritten Orchestration Engine A new, event-based orchestrator assigns agents to work and dynamically compiles prompts for each agent's LLM model, objectives, and workflow visibility. 🤝 Agent Collaboration Strategies Control how AI agents take turns when collaborating on tasks: round-robin, random, moderated, delegation, and more. 💬 Enhanced User Interaction ControlFlow is code-first, chat-second, but you can put a human-in-the-loop with a keyword:

cf.run("What's up, doc?", interactive=True)

✅ Structured Output & Validation Ensure that AI results meet your requirements with structured outputs and custom validation. 🔗 Full Prefect 3.0 Integration Every ControlFlow flow is a Prefect flow, for total visibility and additional control. Mix traditional and AI tasks seamlessly. 📚 All-New Docs & Examples Learn faster, build better at https://controlflow.ai Upgrade now:

pip install -U controlflow

Happy engineering! 🚀🧠🤖