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Sign in[Submit an Article](https://write.insightmediagroup.io) [Latest](https://towardsdatascience.com/latest/)[Editor's Picks](https://towardsdatascience.com/tag/editors-pick/)[Newsletter](https://towardsdatascience.com/tag/the-variable/)[ShipAI](https://towardsdatascience.com/shipai/) * * * [Write For TDS](https://towardsdatascience.com/submissions/) [LinkedIn](https://www.linkedin.com/company/towards-data-science/)[X](https://x.com/TDataScience)Toggle Search * [![](../images/011.webp)](https://towardsdatascience.com/where-the-agent-development-lifecycle-fits/) ## [Where the Agent Development Lifecycle Fits](https://towardsdatascience.com/where-the-agent-development-lifecycle-fits/) [Agentic AI](https://towardsdatascience.com/category/artificial-intelligence/agentic-ai/) Coordinating agent capability development with the application it powers [Andrew Hinton](https://towardsdatascience.com/author/andrewhinton/) October 2, 202611 min read * [![](../images/012.jpg)](https://towardsdatascience.com/how-to-build-a-control-plane-for-ai-agents/) ## [How to Build a Control Plane for AI Agents](https://towardsdatascience.com/how-to-build-a-control-plane-for-ai-agents/) [Agentic AI](https://towardsdatascience.com/category/artificial-intelligence/agentic-ai/) Giving an LLM permission to act, in 9 steps [Ari Joury, PhD](https://towardsdatascience.com/author/arijoury/) October 2, 202614 min read ## Latest * [![](../images/002.webp)](https://towardsdatascience.com/autoencoders-vs-pca-i-rigged-the-test-and-pca-still-won/) ## [Autoencoders vs. PCA: I Rigged the Test and PCA Still Won](https://towardsdatascience.com/autoencoders-vs-pca-i-rigged-the-test-and-pca-still-won/) [Data Science](https://towardsdatascience.com/category/data-science/) A theoretical advantage that didn't survive contact with a real benchmark. 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[Emmimal P Alexander](https://towardsdatascience.com/author/emmimalp.alexander/) September 11, 202617 min read * [YouTube](https://www.youtube.com/c/TowardsDataScience) * [X](https://x.com/TDataScience) * [LinkedIn](https://www.linkedin.com/company/towards-data-science/) * [Threads](https://www.threads.net/@towardsdatascience) * [Bluesky](https://bsky.app/profile/towardsdatascience.com) [](https://towardsdatascience.com/) Your home for data science and AI. The world's leading publication for data science, data analytics, data engineering, machine learning, and artificial intelligence professionals. 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