<![CDATA[Code, Cells, and Compute: Engineering the Future of Precision Medicine]]> https://rss.com/podcasts/code-cells-and-compute-engineering-the-future-of-precision-medicine A conversation-driven podcast for engineers, scientists, and founders building at the intersection of genomics, ML, and cloud infrastructure. Each episode unpacks real-world stories of designing scalable bioinformatics pipelines, deploying agentic and LLM-based systems in regulated environments, and navigating PHI/PII, fairness, and reproducibility constraints in healthcare. Guests include practitioners from health-tech startups, research institutes, and cloud providers who share hard-won lessons on architecture, MLOps, and data engineering that actually translate into better patient outcomes

]]> RSS.com 2026.401.141116 Fri, 17 Apr 2026 14:52:46 GMT en 2564455a-6cde-51ad-8454-49e2a61a5ba7 https://media.rss.com/code-cells-and-compute-engineering-the-future-of-precision-medicine/20251214_091253_dd76cbdfca808f720b7dc2999bcfebb4.png Code, Cells, and Compute: Engineering the Future of Precision Medicine https://rss.com/podcasts/code-cells-and-compute-engineering-the-future-of-precision-medicine yes AverageBioinfoEngineer 2025 AverageBioinfoEngineer AverageBioinfoEngineer false episodic podcast <![CDATA[LLM Agents Could Revolutionize Biomedicine and Drugs]]> This week I learned how we could be moving from static bioinformatics pipelines to autonomous genomic agents. A recent November 2025 study highlights how LLM-based agents can now orchestrate complex, multi-step workflows like automatically debugging Nextflow scripts and managing data ingestion without constant human-in-the-loop supervision.​

For software engineers in life sciences, this suggests a critical pivot: our role is shifting from writing the pipelines to architecting the environments and guardrails where these agents operate. We need to ensure algorithmic fairness and reproducibility as agents make real-time decisions on compute resources and tool selection.

Are you incorporating agentic frameworks (like LangChain, AutoGen, CrewAI etc.) into your precision medicine stacks yet?

https://pmc.ncbi.nlm.nih.gov/articles/PMC12602188/

]]> https://rss.com/podcasts/code-cells-and-compute-engineering-the-future-of-precision-medicine/2389411 a81e9091-8bd8-4b85-a175-ef1cba59dd8c 1173 full 1 1 1 1 false Sun, 14 Dec 2025 22:13:28 GMT